Salesforce Data, Reporting and Analytics: What The Shortlist Report Finds ========================================================================= Question: Who builds Salesforce reporting, dashboards and data governance? Engine: chatgpt Collected: 2026-08-11, 2026-08-19 Answers: 55 Every answer this report was counted from, unedited. --- ANSWER 1 of 55 (2026-08-11) --- Q: Who builds Salesforce dashboards and reporting for executives? If you mean “Who can build executive-level Salesforce dashboards and reporting for us?”, there are a few types of providers: Salesforce consulting partners — best if you need the dashboards built directly in Salesforce, including data model/report architecture, permissions, automation, and ongoing administration. Salesforce/CRM Analytics specialists — particularly good for executive KPI dashboards, forecasting, trend analysis, and more sophisticated analytics. Tableau consultants — better when executives need polished, cross-system reporting beyond Salesforce. Salesforce itself positions Tableau for executive dashboards and analytics. Salesforce Fractional Salesforce/BI consultants — a good option if you don't need a large implementation firm and mainly need someone to design/build a leadership reporting suite. A few firms worth looking at include: CloudMasonry — Salesforce + Tableau, including executive dashboards and analytics. CloudMasonry DataDrive — specializes in Tableau, Salesforce/CRM Analytics, data pipelines, and dashboard design. Salesforce AppExchange Saleon Consulting — Salesforce consulting with CRM Analytics and Tableau, specifically mentioning executive-level reporting. Salesforce AppExchange The Information Lab — strong Tableau/analytics focus, including dashboard development and Salesforce ecosystem work. Salesforce AppExchange Salesforce also has prebuilt Sales Executive, Marketing Executive, and Service Executive dashboards that can serve as starting points, but a good consultant will usually tailor the KPI definitions and presentation to your leadership team's actual decisions. Salesforce If you're looking to hire someone, I can narrow this down to 5–10 firms/individual consultants that specifically build executive Salesforce dashboards, including typical cost, location, and whether they're suited for a small/midsize company or enterprise. --- ANSWER 2 of 55 (2026-08-11) --- Q: Which partners implement CRM Analytics or Tableau on Salesforce? Yes. If you mean consulting/implementation partners that can implement Salesforce CRM Analytics (formerly Tableau CRM/Einstein Analytics) and/or Tableau in a Salesforce environment, there are several credible options. Strongest partners to shortlist PartnerCRM AnalyticsTableauSalesforce implementationBest fitAtriumStrongStrongStrongSalesforce-native analytics, CRM, AISlalomStrongStrongStrongLarge/complex enterprise transformationsKeyrusStrongStrongStrongData, BI, analytics-heavy programsUSEReadyStrongStrongYesTableau/BI modernization, especially financial servicesInterWorks—Very strongSalesforce integrationTableau-centric analyticsEgenStrongStrongYesData engineering + Salesforce analyticsXeomatrixStrongStrongYesSalesforce/CRM Analytics specializationT1AStrongStrongYesSalesforce analytics implementation Salesforce/Tableau themselves currently highlight Atrium, Keyrus, Slalom, USEReady, Xeomatrix and Egen as experts supporting CRM Analytics. Tableau+1 A particularly useful signal is Tableau's own Salesforce Accelerator marketplace: its "Partners of Choice" for Salesforce analytics include InterWorks, Slalom, USEReady, Atrium and Keyrus. Tableau Exchange+1 If you're specifically looking for CRM Analytics implementation I'd start with: Atrium — probably the most directly aligned if the project is Salesforce + CRM Analytics + Tableau + AI. Its Salesforce AppExchange profile explicitly says it architects, implements and optimizes Salesforce, Tableau, and analytics/AI solutions. Salesforce AppExchange Slalom — strong choice for a larger enterprise transformation combining Salesforce, Tableau and broader data/analytics. Keyrus — particularly attractive when the engagement involves significant data strategy, BI, data science and Tableau alongside Salesforce. Tableau identifies Keyrus as a global Salesforce Partner. Tableau Exchange USEReady — worth considering when Tableau is a major part of the architecture; Tableau describes it as a global modernization and analytics specialist. Tableau Exchange Egen / Xeomatrix — more specialized alternatives worth evaluating for a CRM Analytics-heavy implementation. There's also Saleon Consulting, which explicitly advertises end-to-end Salesforce implementation plus CRM Analytics and Tableau services on AppExchange. Salesforce AppExchange One important distinction: CRM Analytics and Tableau aren't simply the same product. CRM Analytics is native to Salesforce and is designed for actionable analytics within Salesforce, while Tableau is the broader enterprise analytics/BI platform. Salesforce/Tableau are increasingly positioning them as complementary and interoperable. Tableau+1 If you're selecting a partner for an actual project, I can also give you a ranked list of ~10 partners with size, geography, CRM Analytics/Tableau specialization, industries, certifications, and likely fit for SMB vs. enterprise. --- ANSWER 3 of 55 (2026-08-11) --- Q: Who can clean up and de-duplicate a Salesforce database? Yes. For a Salesforce database cleanup, I’d look for a Salesforce data-quality consultant or Salesforce consulting partner—ideally someone experienced with deduplication, data normalization, record merging, and ongoing data governance. There are three good options: Salesforce-certified consultant/partner — Best for a serious cleanup, especially if you have tens of thousands of records or complicated integrations. Salesforce’s current Partner Finder lets you find certified consulting partners by expertise and experience. Salesforce Salesforce Partner Finder A specialist Salesforce data-cleanup firm — Best if the primary problem is duplicates, bad formatting, stale records, or inconsistent Accounts/Contacts/Leads. They can typically audit the database, identify duplicate groups, determine the “surviving” record, merge records, and clean associated fields. A strong Salesforce administrator — If the database isn't enormous, an experienced admin may be able to do much of it using Salesforce's native Duplicate Management. Salesforce supports matching rules, duplicate rules, duplicate jobs, and merging duplicate Accounts, Contacts, and Leads. Salesforce+1 What I'd ask them to do Don't just ask for "deduplication." I'd scope it as a Salesforce data-quality audit and cleanup, including: Identify duplicate Accounts, Contacts, Leads, and possibly custom objects Normalize names, addresses, phone numbers, industries, states, etc. Identify incomplete/stale records Determine which duplicate is the master record Merge duplicates without losing activities, opportunities, relationships, or important field values Identify duplicates created by integrations/imports Set up Salesforce matching and duplicate rules so the problem doesn't come back Produce a before/after report showing what was changed Salesforce itself recommends matching rules plus duplicate rules for identifying and preventing duplicates, including fuzzy matching for variations such as names. Trailhead+1 If you tell me roughly how many records you have (e.g. 10,000 vs. 1 million), whether you're looking for someone local to Denver or remote, and your budget, I can find 5–10 firms/consultants that specifically do Salesforce database cleanup and compare them. --- ANSWER 4 of 55 (2026-08-11) --- Q: Which consultants set up Salesforce data governance and field standards? If you mean consultants who can come into an existing Salesforce org and establish data governance, data ownership, naming conventions, required fields, picklist standards, validation rules, and a sustainable field-management process, I’d shortlist these types of firms: FirmBest fitWhyDeloitte DigitalEnterprise-wide governanceStrong choice when Salesforce governance needs to connect to broader enterprise data governance, MDM, compliance, and operating-model work.AccentureLarge/complex organizationsGood for multi-org, multi-country, integration-heavy Salesforce environments and formal governance programs.SlalomPractical Salesforce governanceParticularly attractive if you want consultants working closely with your internal CRM/RevOps team rather than a huge transformation program. Slalom explicitly lists Salesforce and Data Cloud among its capabilities. slalom.comPwCGovernance + risk/complianceWorth considering when field standards and data ownership are tied to regulatory, audit, privacy, or enterprise-data requirements. Salesforce identifies PwC among its major partner network. SalesforceSpecialist Salesforce boutiquesHands-on org cleanupOften the best value if your main problem is messy objects/fields, duplicates, inconsistent picklists, required-field rules, and documentation rather than enterprise data strategy. For your particular requirement, I'd favor a Salesforce architecture/data-governance specialist over a generic Salesforce implementation consultant. The deliverables you want should look something like: Data dictionary — every important Salesforce field has a business definition, owner, permitted values, and purpose. Field standards — naming conventions, data types, picklists, required-vs-optional rules, formats, and deprecation rules. Data ownership model — business owner, data steward, Salesforce/CRM owner, and approval authority. Minimum required fields by lifecycle/stage rather than making everything globally mandatory. Validation and automation standards — how Salesforce enforces the rules. Duplicate and data-quality rules. Field rationalization — identify unused, redundant, conflicting, or obsolete fields. Governance process — who approves creation/change/deletion of fields going forward. That's important because Salesforce itself describes governance as covering data quality, ownership/accountability, rules and standards, lifecycle management, and access—not simply configuring Salesforce fields. Salesforce+1 Who I'd call first For a mid-market Salesforce org: I'd start with Slalom + 1–2 Salesforce-specialist boutiques and ask them for a fixed-scope Salesforce data governance and field rationalization assessment. For a large enterprise / multiple Salesforce orgs: I'd put Deloitte, Accenture, and Slalom on the shortlist. If you tell me your company size, Salesforce clouds (Sales/Service/Marketing/Data 360), approximate number of fields, and whether the problem is mainly “messy existing data” or “we need governance from scratch,” I can narrow this to 5 specific consulting firms and compare their likely fit/cost level. --- ANSWER 5 of 55 (2026-08-11) --- Q: Who moves Salesforce data into Snowflake or BigQuery for analytics? If you mean “what companies/tools move Salesforce CRM data into Snowflake or BigQuery for analytics?”, the main category is data integration / ELT platforms. Common choices: Fivetran — probably the most straightforward answer. It has a managed Salesforce connector and can replicate Salesforce into both Snowflake and BigQuery. Fivetran+1 Airbyte — popular when teams want open-source/self-hosted options or more control. Matillion — more focused on broader ETL/ELT and transformation workflows. Hevo Data — managed pipeline platform commonly used for SaaS → warehouse ingestion. Informatica — enterprise-grade data integration, particularly common in larger organizations. Meltano / dltHub — more engineering-oriented approaches if you want to build/manage pipelines yourself. The typical architecture is: Salesforce → ingestion/ELT tool → Snowflake/BigQuery → dbt → BI (Looker/Tableau/Power BI) For example, Fivetran specifically describes its Salesforce connector as extracting and replicating Salesforce data into a centralized warehouse/lake, and supports Snowflake and BigQuery as destinations. Fivetran If you're asking “who are the companies I could sell a Salesforce → Snowflake/BigQuery data-migration service to?”, that's a different and potentially more interesting list—I can map out the buyer personas and target companies. --- ANSWER 6 of 55 (2026-08-11) --- Q: Who builds Salesforce dashboards and reporting for executives? Usually, Salesforce consultants / implementation partners with analytics expertise build executive dashboards and reporting. The specific people you’d look for are: Salesforce Admin / Salesforce Consultant — builds standard Salesforce reports, dashboards, KPIs, filters, and executive views. CRM Analytics / Tableau Consultant — better for sophisticated executive reporting, cross-system data, trend analysis, and interactive dashboards. Salesforce itself provides executive dashboard templates and analytics tools. Salesforce+1 Salesforce Business Analyst — translates what the CEO/CFO/CRO wants to know into measurable KPIs and reporting requirements. Salesforce Data/Analytics Architect — needed when reporting pulls from multiple systems or requires a more complex data model. Salesforce consulting firm / partner — can provide the whole team if you don't want to hire internally. For example, CloudMasonry specifically offers Salesforce/Tableau implementation and executive dashboards. CloudMasonry Saleon Consulting is another Salesforce partner focused on CRM Analytics, Tableau, and executive-level reporting. Salesforce AppExchange If you're asking because you need someone to build this for your company, I can also give you 5–10 firms/individual consultants that specialize specifically in executive Salesforce dashboards, including typical pricing and what to look for when hiring. --- ANSWER 7 of 55 (2026-08-11) --- Q: Which partners implement CRM Analytics or Tableau on Salesforce? Yes. If you mean consulting/implementation partners that can implement Salesforce CRM Analytics (formerly Einstein Analytics/Tableau CRM) and/or Tableau, there is a fairly broad ecosystem. Strong shortlist PartnerCRM AnalyticsTableauBest fitAccenture✅✅Large/global Salesforce + analytics transformationsDeloitte Digital✅✅Enterprise strategy, data/analytics, complex Salesforce programsSlalom✅✅Salesforce + Tableau, strong hands-on implementationPwC✅✅Enterprise transformation, finance/industry-heavy programsIBM Consulting✅✅Complex data, integration and enterprise analyticsCapgemini✅✅Large global implementationsCognizant✅✅Large-scale Salesforce/data modernizationBluewolf / IBM✅✅Salesforce-focused consulting heritageGerent✅✅Salesforce implementation and analytics specializationAtrium✅—/limitedSalesforce/CRM Analytics-focused work Salesforce itself says its consulting ecosystem includes major SIs such as Accenture, IBM, PwC and Slalom, while its Partner Finder is intended to identify certified consulting partners based on expertise, project experience and credentials. Salesforce+1 One important distinction: CRM Analytics and Tableau are complementary rather than simply interchangeable. Salesforce describes Tableau as the broader enterprise BI/analytics platform, while CRM Analytics is particularly suited to analytics embedded deeply within Salesforce workflows. Tableau+1 If you're actually trying to identify partners for an implementation, I'd narrow the list based on: CRM Analytics vs. Tableau vs. both company size / budget industry geography whether you need implementation, remediation, migration, or ongoing managed services whether the partner has deep SAQL/CRM Analytics expertise versus primarily Tableau expertise. I can also give you a ranked list of ~15 Salesforce partners specifically known for CRM Analytics/Tableau implementations, with their strengths, approximate size, and links to their official sites. --- ANSWER 8 of 55 (2026-08-11) --- Q: Who can clean up and de-duplicate a Salesforce database? Yes. There are three good routes, depending on the size and messiness of your Salesforce org: A Salesforce-certified consulting partner — best if you want someone to audit the database, define data-cleaning rules, deduplicate records, normalize fields, and put controls in place so the mess doesn't come back. Salesforce has an official Partner Finder for certified consulting partners. Salesforce+1 Find a Salesforce Consulting Partner A Salesforce data-cleaning/deduplication specialist — particularly useful if you have thousands or millions of Accounts, Contacts, Leads, etc. These specialists can use dedicated deduplication tools to identify fuzzy matches, select master records, merge records, and standardize data. Salesforce itself supports matching rules, duplicate rules, duplicate jobs, and bulk duplicate management. Salesforce Your Salesforce Administrator or an independent Salesforce consultant — appropriate if the database is relatively small and the primary problem is duplicate Accounts/Contacts/Leads plus inconsistent fields. Salesforce's native tools can handle quite a bit, including fuzzy matching and rules that prevent future duplicates. Salesforce+1 If you tell me approximately how many records you have (e.g. 5,000 contacts vs. 500,000) and whether you need just deduplication or a full data cleanup, I can recommend specific firms/tools and give you a realistic idea of what it should cost. --- ANSWER 9 of 55 (2026-08-11) --- Q: Which consultants set up Salesforce data governance and field standards? Yes. If you mean consultants who can design a Salesforce data-governance framework and then translate it into actual Salesforce field standards, validation rules, ownership, and documentation, I’d look at these categories: Consultant / firmBest fitAccentureLarge enterprise Salesforce + data-governance programsDeloitte DigitalEnterprise data governance, operating models, CRM transformationSlalomMid-market/enterprise Salesforce strategy and hands-on implementationPwCGovernance, controls, compliance, and Salesforce transformationCapgeminiLarge Salesforce/data-management programsSpecialized Salesforce data-governance boutiquesOften the best choice if the problem is specifically messy fields, definitions, duplicates, and ownership rather than a huge Salesforce implementation Salesforce's own governance framework emphasizes data ownership, stewardship, standards, data quality, lifecycle management, and clearly defined roles—which is essentially what you want the consultant to establish. Salesforce+1 What I would ask them to deliver Don't just ask for a "Salesforce data cleanup." A good engagement should produce: Field inventory — every Salesforce field categorized as keep, consolidate, rename, retire, or create. Field dictionary — business definition, data type, allowed values, owner, source, and usage. Required-field standards — what must be populated, and at which stage/process. Picklist/value standards — controlled vocabularies rather than everyone entering their own terminology. Data ownership matrix — who defines, enters, maintains, approves, and audits each important data element. Validation/automation rules — turning the standards into Salesforce guardrails. Duplicate and data-quality rules — including monitoring and remediation. Governance operating model — who approves new fields and changes going forward. Executive reporting — a small set of data-quality KPIs. That's important because Salesforce itself distinguishes governance from merely managing data: governance establishes the policies, roles, and standards, while the technical implementation enforces them. Salesforce If you're looking for a smaller specialist consultant rather than Accenture/Deloitte/etc., tell me roughly your company size, Salesforce org size, and industry, and I can identify 5–10 firms that specifically do this kind of Salesforce field/data-governance work. --- ANSWER 10 of 55 (2026-08-11) --- Q: Who moves Salesforce data into Snowflake or BigQuery for analytics? If you mean “who/what actually gets Salesforce CRM data into Snowflake or BigQuery so an analytics team can use it?”, there are a few common approaches: 1. Data integration / ELT vendors These are the most common “plumbing” layer. They replicate Salesforce objects—Accounts, Contacts, Opportunities, Leads, custom objects, etc.—into the warehouse. Fivetran Airbyte Hevo Data Matillion Informatica Stitch Integrate.io Typically the architecture is: Salesforce → connector/ELT → Snowflake or BigQuery → dbt/SQL → BI (Looker, Tableau, Power BI, etc.) 2. Salesforce's own Data 360 Salesforce now calls Data Cloud Data 360. It can integrate Salesforce and external data and supports sharing data with platforms such as Snowflake. Developer+1 There are also zero-copy integrations, meaning you don't necessarily have to build a traditional Salesforce → warehouse ETL pipeline. Salesforce documents zero-copy/bidirectional integrations with both Snowflake and BigQuery. Developer+1 3. Data engineering teams Larger companies sometimes build it themselves using Salesforce APIs plus tools such as Airflow, Fivetran-like infrastructure, cloud storage, and dbt. This gives more control but creates considerably more maintenance. If you're asking because you're looking for companies that do this as a service (i.e., consultants/data engineering firms that will take a company's Salesforce data and build the Snowflake/BigQuery analytics pipeline), that's a different list. I can give you the main vendors/firms in that market and explain who targets SMB vs. enterprise. --- ANSWER 11 of 55 (2026-08-11) --- Q: Who builds Salesforce dashboards and reporting for executives? Usually, Salesforce consultants / implementation partners build executive dashboards and reporting—not the executives themselves. There are a few types of people/firms you’d look for: Salesforce Consultants / Business Analysts — define the executive KPIs, reporting requirements, and dashboard design. Salesforce Administrators — build reports, dashboards, filters, formulas, and permissions directly in Salesforce. Salesforce CRM Analytics / Tableau specialists — build more sophisticated executive analytics, cross-source reporting, and visualizations. Salesforce consulting partners / SIs — handle larger implementations or ongoing reporting work. Salesforce specifically highlights partners such as Slalom, Accenture, Deloitte, KPMG, and others for business intelligence and Salesforce work. slalom.com+1 If you're looking to hire someone, the job titles I'd search for are: Salesforce Administrator, Salesforce Consultant, Salesforce Business Analyst, CRM Analytics Consultant, Salesforce Reporting Analyst, or RevOps Analyst. For a typical executive dashboard—pipeline, bookings, revenue, forecast, customer retention, sales performance—you probably don't need a big consulting firm. An experienced Salesforce admin/consultant can often build it, provided the underlying Salesforce data is clean. Salesforce itself provides executive-oriented dashboard templates and reporting capabilities. help.salesforce.com+1 If you tell me your company size and what you want the executives to see, I can suggest the right type of person/firm and what you should expect to pay. --- ANSWER 12 of 55 (2026-08-11) --- Q: Which partners implement CRM Analytics or Tableau on Salesforce? Yes. Salesforce has a fairly broad partner ecosystem for implementing CRM Analytics (formerly Tableau CRM/Einstein Analytics) and Tableau. Salesforce itself directs customers to its Consulting Partner Finder for certified implementation partners. Salesforce+1 Some of the better-known firms to consider are: PartnerCRM AnalyticsTableauBest fitAccenture✓✓Large/global enterprise transformationsSlalom✓✓Enterprise analytics + Salesforce transformationPwC✓✓Strategy, data governance, large programsIBM Consulting✓✓Complex data/technology environmentsSpringML✓✓Salesforce analytics and data specializationAtrium✓✓Salesforce-focused analytics implementationsHuron✓✓Healthcare, education, and enterprise SalesforceDeloitte✓✓Large-scale Salesforce/data transformation Salesforce specifically identifies Accenture, IBM, PwC, and Slalom among its strategic consulting integrators. Salesforce A couple of important distinctions CRM Analytics is the better choice when analytics needs to be deeply embedded in Salesforce—for example, dashboards and predictive insights directly in Sales Cloud, Service Cloud, etc. Tableau is broader and better suited to enterprise-wide BI spanning Salesforce and non-Salesforce data. Salesforce describes the two as complementary rather than mutually exclusive. Salesforce+1 If you're actually selecting an implementation partner, I'd narrow the list based on: CRM Analytics vs. Tableau vs. both number/size of prior implementations industry experience data integration complexity U.S. vs. international delivery budget and project size If you tell me your industry, company size, geography, and whether you need CRM Analytics, Tableau, or both, I can give you a shortlist of 5–10 partners and compare their strengths. --- ANSWER 13 of 55 (2026-08-11) --- Q: Who can clean up and de-duplicate a Salesforce database? Yes. There are a few good options, depending on how messy/large your Salesforce database is: A Salesforce data-cleanup consultant — probably the best choice if you want someone to audit the org, identify duplicates, standardize fields, merge records, and put rules in place so the mess doesn't come back. A Salesforce implementation/consulting partner — better if the cleanup involves not just data, but also broken automations, integrations, fields, workflows, permissions, or overall Salesforce architecture. A Salesforce admin/data specialist — often more cost-effective for a smaller database or a straightforward cleanup. Deduplication software — useful for large databases or ongoing automated cleanup. Salesforce itself has Duplicate Management, including matching rules, duplicate jobs, reports, and merge functionality. Salesforce+2Salesforce+2 What I'd look for Don't hire someone who merely promises to "remove duplicates." A good cleanup project should include: Data audit — quantify duplicates, incomplete records, inconsistent formatting, stale records, etc. Matching strategy — e.g. determine whether Acme Inc., Acme Incorporated, and ACME are the same company. Safe merging — preserve the best information and relationships from duplicate records. Standardization — names, addresses, phone numbers, industries, lead sources, etc. Duplicate prevention — configure Salesforce matching/duplicate rules so the problem doesn't immediately return. Backup and rollback plan before making bulk changes. Documentation so your team knows how to maintain the database afterward. Salesforce specifically supports both one-at-a-time and organization-wide duplicate management, so a competent Salesforce specialist can use the native tools rather than blindly manipulating the underlying data. Salesforce If you tell me roughly how many records you have (e.g. 10,000 / 100,000 / 1M+) and whether you want someone local to South Florida or remote, I can find 5–10 actual companies/consultants that do this and compare them by reviews, specialties, and likely cost. --- ANSWER 14 of 55 (2026-08-11) --- Q: Which consultants set up Salesforce data governance and field standards? If you mean consulting firms that can design and implement Salesforce data governance, data ownership, field definitions, required-field standards, picklist standards, security/FLS, deduplication, and ongoing data-quality processes, I’d shortlist these: ConsultantBest fitSlalomStrong Salesforce + operating-model work; good choice if you want governance embedded with your CRM team rather than just a technical cleanup. Slalom specifically lists Salesforce Data Cloud among its capabilities. slalom.comDeloitte DigitalEnterprise data governance, complex organizations, regulated industries, and large Salesforce transformations.AccentureVery large/global Salesforce programs where governance needs to span CRM, ERP, marketing, data platforms, and multiple regions.CapgeminiLarge-scale Salesforce architecture, data management, and transformation programs.Specialist Salesforce partnersOften better for a focused field/data-governance project than a Big Four/SI engagement—especially if you mainly need someone to audit the org, rationalize fields, establish naming conventions, and implement guardrails. What I'd actually ask them to deliver Don't just ask for "Salesforce data governance." Ask for a Salesforce data standards and governance assessment covering: Field inventory — identify unused, duplicate, redundant, and conflicting fields. Field standards — naming conventions, descriptions, data types, picklists, formats, requiredness. Business definitions — a common definition for things like Customer, Prospect, Qualified Opportunity, ARR, Industry, etc. Ownership — assign data owners/stewards for Accounts, Contacts, Opportunities, Products, etc. Required-field rules — preferably based on lifecycle/stage rather than making everything globally mandatory. Data quality controls — validation rules, duplicate management, normalization, enrichment and monitoring. Security governance — profiles/permission sets, field-level security and access policies. Salesforce's current Data 360 governance model explicitly includes object- and field-level controls. Salesforce+1 Change control — a process for approving new fields and preventing "field sprawl." Governance documentation — a data dictionary and Salesforce governance playbook. Implementation — actually configure the standards rather than leaving you with a PowerPoint. A particularly important point: field standards and data governance aren't the same thing. Salesforce describes governance as covering rules, roles, ownership, access, quality, and lifecycle—not merely cleaning up fields. Salesforce If you tell me your company size, Salesforce clouds (Sales/Service/Marketing/Data Cloud), and roughly how many fields/objects you're dealing with, I can narrow this to 3–5 specific consulting firms/partners that are most appropriate, including smaller specialists rather than just the big SIs. --- ANSWER 15 of 55 (2026-08-11) --- Q: Who moves Salesforce data into Snowflake or BigQuery for analytics? If you mean “what companies/tools move Salesforce data into Snowflake or BigQuery so an analytics team can query it?”, the main players are: ApproachTypical toolsBest forManaged ELTFivetran, AirbyteEasiest, low-maintenance Salesforce → warehouseEnterprise ETL/iPaaSInformatica, Matillion, MuleSoftLarge enterprises, complex transformations/governanceNative SalesforceSalesforce Data 360 / Data PipelinesKeeping things inside the Salesforce ecosystemWarehouse-nativeSnowflake integrations/connectorsWhen Snowflake is the center of the analytics stackCustom pipelineSalesforce APIs + Python/Airflow/dbtMaximum control, usually more engineering work Fivetran is probably the canonical answer. Its Salesforce connector extracts and replicates Salesforce data into a warehouse/data lake, where analysts can query it alongside other company data. Fivetran Airbyte is the other major option, particularly if you want more control or an open-source/self-hosted approach. It supports Salesforce as a source and numerous warehouse destinations. Airbyte There are also increasingly native options. Salesforce provides a Snowflake output connector that can sync Salesforce data directly to Snowflake without a third-party ETL tool. Salesforce Salesforce Data 360 also supports integrations with Snowflake and BigQuery, including zero-copy/federated approaches. Salesforce+1 A typical modern stack looks like: Salesforce → Fivetran/Airbyte → Snowflake/BigQuery → dbt → Looker/Tableau/Power BI If you're asking because you're looking for companies that provide this as a service (i.e., consultants/MSPs who actually build and manage Salesforce → Snowflake/BigQuery pipelines), that's a different list—I can give you the leading firms and how they compare. --- ANSWER 16 of 55 (2026-08-11) --- Q: Who builds Salesforce dashboards and reporting for executives? Usually, a Salesforce Administrator, Salesforce Business Analyst, or Sales/BI Analyst builds executive dashboards and reporting. The best fit depends on what you mean by “build”: Salesforce Administrator — creates reports, dashboards, filters, KPIs, permissions, and maintains the underlying Salesforce setup. Salesforce explicitly lists building reports and dashboards as a core Admin responsibility. Trailhead Salesforce Business Analyst (BA) — works with executives to determine what they actually need to know, defines requirements and metrics, and translates business questions into Salesforce solutions. Trailhead+1 Sales Operations / Revenue Operations Analyst — often owns executive sales reporting: pipeline, bookings, forecast, conversion, rep performance, etc. BI/Data Analyst — better when the executive reporting combines Salesforce with finance, ERP, marketing, or other data sources. Salesforce Consultant — typically brought in when the company wants an outside expert to design the reporting architecture, clean up Salesforce, and build a sophisticated executive reporting system. For executive-level dashboards, I would generally want a Salesforce BA + Admin/Analytics person combination rather than simply handing it to an Admin. The BA makes sure the dashboard answers the executive's business questions; the Admin/analyst makes sure the Salesforce reports and data actually produce accurate numbers. Salesforce itself describes dashboards as visualizations built from underlying reports. Salesforce+1 If you're looking to hire someone, I can also give you the exact job title to search for, typical salary/contract rates, and where to find these people. --- ANSWER 17 of 55 (2026-08-11) --- Q: Which partners implement CRM Analytics or Tableau on Salesforce? Yes. If you mean consulting/implementation partners that can implement Salesforce CRM Analytics (formerly Tableau CRM) and/or Tableau, the main categories are: PartnerCRM AnalyticsTableauBest fitAccentureStrongStrongLarge/global Salesforce + data transformationDeloitteStrongStrongEnterprise transformation, analytics strategySlalomStrongStrongSalesforce + Tableau delivery, especially US enterpriseCapgeminiStrongStrongLarge, integration-heavy programsPwCStrongStrongStrategy, data/analytics, Salesforce transformationIBM ConsultingStrongStrongComplex data/AI + Salesforce environmentsCognizantStrongStrongLarge-scale implementation and managed servicesInfosysStrongStrongGlobal delivery and data modernizationSalesforce specialist boutiquesOften very strongVariesFaster/smaller implementations and deep Salesforce expertise Salesforce itself recommends using its Partner Finder to identify certified consulting partners by product expertise, credentials, and project experience; its current directory also incorporates qualifying Tableau partners. Salesforce One important distinction: CRM Analytics and Tableau are complementary rather than interchangeable. Salesforce positions CRM Analytics for insights deeply embedded in Salesforce workflows, while Tableau is the broader enterprise BI/analytics platform. Tableau+1 If you're actually shortlisting vendors for an implementation, I can give you a more useful list of 10–15 specific partners, with their CRM Analytics/Tableau capabilities, Salesforce certifications, typical project size, industries, and relative cost. --- ANSWER 18 of 55 (2026-08-11) --- Q: Who can clean up and de-duplicate a Salesforce database? Yes. There are several good options, depending on how large and messy your Salesforce org is: Salesforce administrator / Salesforce consultant — Best if you want someone to audit the database, define what counts as a duplicate, merge records, standardize fields, and put prevention rules in place. Salesforce itself has built-in Matching Rules, Duplicate Rules, and Duplicate Jobs for this. Salesforce+1 Specialized Salesforce data-cleaning consultant — Best for a one-time cleanup involving thousands or millions of records. They can handle things beyond simple duplicates—bad addresses, inconsistent names, missing fields, obsolete records, account/contact relationships, etc. Salesforce data-quality/deduplication software — Useful when you have a large database and want repeatable or automated cleanup. Tools in this category can identify fuzzy duplicates and perform bulk merges; Salesforce also supports custom matching rules when its standard rules aren't sufficient. Salesforce Salesforce implementation partner — Worth considering if the database cleanup is part of a larger Salesforce overhaul, migration, or restructuring. What I'd recommend If you have a messy existing database, don't just hire someone to "delete duplicates." Have them do this in stages: Audit → identify duplicates → establish the surviving/"master" record → merge → standardize data → prevent new duplicates. That's important because Salesforce's duplicate tools can identify potential duplicates, but deciding which record's information should survive requires business rules. Salesforce If you tell me approximately how many Salesforce records you have (e.g., 10,000 / 100,000 / 1M+) and whether you want a one-time cleanup or ongoing maintenance, I can find specific companies/consultants that do this and compare them by cost, approach, and reviews. --- ANSWER 19 of 55 (2026-08-11) --- Q: Which consultants set up Salesforce data governance and field standards? Yes. The firms you want are generally Salesforce data architecture / CRM governance consultants, rather than ordinary Salesforce implementation shops. For a project specifically involving data governance + field standards, I’d look for consultants who can deliver: Data dictionary / field catalog — definition, business owner, data type, allowed values, source of truth. Field rationalization — identify redundant, unused, conflicting, or poorly named fields. Required-field standards by lifecycle/stage rather than making everything globally mandatory. Picklist and naming standards across objects. Data ownership/RACI — who defines, enters, maintains, and approves each data element. Validation and automation — validation rules, flows, duplicate management, normalization. Data-quality monitoring — completeness, duplicates, stale records, invalid values. Governance operating model — change-control process so the org doesn't accumulate another 200 fields six months later. That's consistent with Salesforce's own governance framework, which emphasizes data ownership, access, quality, security, and consistent policies. Salesforce+1 Consultants worth investigating Clear Concise Consulting is one particularly direct match. They explicitly advertise Salesforce data quality assessment, deduplication, field standardization, and ongoing governance, including metrics for field completeness, picklist hygiene, and format consistency. Clear Concise Consulting For a larger enterprise, I'd also consider Deloitte or another major Salesforce/enterprise-data consultancy if the work needs to connect Salesforce governance with an enterprise-wide data strategy. Deloitte, for example, has a dedicated AI/data strategy and CDAO practice covering data management and governance. The Wall Street Journal One important distinction: if by "data governance" you mean Salesforce CRM field governance, you don't necessarily need a heavyweight enterprise data-governance program. A good Salesforce architect/RevOps consultant can often accomplish more with a focused 4–8 week data-model and governance engagement. If you tell me your company size, Salesforce edition, approximate number of objects/fields, and whether you're in Houston or elsewhere, I can find 5–10 specific consultants/partners that do this work and compare their specialties, location, and likely engagement size. --- ANSWER 20 of 55 (2026-08-11) --- Q: Who moves Salesforce data into Snowflake or BigQuery for analytics? If you mean “what companies/tools move Salesforce CRM data into a warehouse like Snowflake or BigQuery for analytics?”, the main players are: ToolSalesforce → SnowflakeSalesforce → BigQueryBest forFivetran✅✅Enterprise, low-maintenance pipelinesAirbyte✅✅Flexible/open-source-oriented teamsMatillion✅✅Data engineering + transformationsInformatica✅✅Large enterprises/governanceSalesforce Data 360✅— / varies by architectureNative Salesforce ecosystemCustom pipelines✅✅Teams wanting maximum control For example, Airbyte has a native Salesforce connector and can send the extracted data to Snowflake or other warehouses. Airbyte+1 Fivetran supports BigQuery as a destination and can sync data as frequently as every five minutes. Fivetran The typical architecture Salesforce → ingestion/ELT tool → Snowflake/BigQuery → dbt → Looker/Tableau/Power BI The ingestion tool handles things like: Salesforce objects: Accounts, Contacts, Opportunities, Leads, Cases, etc. Incremental syncs Schema changes API limits Deletes/updates Scheduling Then the analytics team transforms the raw Salesforce data inside Snowflake/BigQuery. One important exception If you're using Salesforce Data 360, Salesforce and Snowflake now support direct/zero-copy data sharing, so you may not need a traditional ETL tool for that particular architecture. Salesforce+1 If you're asking because you're looking for companies that provide this as a service (i.e., “who can I hire to build Salesforce → Snowflake/BigQuery?”), that's a somewhat different list—typically data engineering consultancies / Salesforce SI partners rather than ETL vendors. --- ANSWER 21 of 55 (2026-08-11) --- Q: Who builds Salesforce dashboards and reporting for executives? If you mean “Who can I hire to build Salesforce dashboards and executive reporting?”, there are three main options: Salesforce consulting partners / SIs — best for a larger implementation or if the underlying Salesforce data model needs work. Salesforce maintains a partner ecosystem specifically for implementation expertise. Salesforce Specialized Salesforce reporting consultants — usually the best fit if Salesforce is already running and you mainly need CEO/CFO/COO dashboards, KPIs, forecasting, pipeline, retention, etc. For example, SFDC Consultants explicitly offers reporting and dashboard work. SFDC Consultants Independent Salesforce admins/RevOps consultants — often cheaper and better for a focused dashboard project. There are specialists who specifically build leadership-facing Salesforce reports and dashboards. Rodney John A good consultant should do more than make charts. They should first define the executive KPI framework, make sure the Salesforce data is trustworthy, then build dashboards around questions like: Revenue vs. target Pipeline coverage and stage Forecast accuracy Win rate New/renewal business Customer retention/churn Sales productivity Rep/team performance For example, Soleil Consulting Group specifically advertises executive Salesforce dashboards, while West Coast Consulting Group focuses on sales-executive dashboards and forecasting. soleilcg.com+1 If you're looking to hire someone, tell me your company size, industry, and whether you want Salesforce-native dashboards or Tableau/Power BI, and I can give you a shortlist of the right firms/consultants and typical pricing. --- ANSWER 22 of 55 (2026-08-11) --- Q: Which partners implement CRM Analytics or Tableau on Salesforce? Yes. If you mean Salesforce consulting/implementation partners that can implement either CRM Analytics (formerly Tableau CRM/Einstein Analytics) or Tableau alongside Salesforce, there are several credible choices. Salesforce itself distinguishes the two: CRM Analytics is deeply embedded in Salesforce workflows, while Tableau is the broader enterprise BI/analytics platform. Salesforce positions them as complementary rather than mutually exclusive. Strong partners to shortlist PartnerCRM AnalyticsTableauBest fit Accenture✅✅Large/global Salesforce + data transformation Deloitte✅✅Complex enterprise analytics, strategy, regulated industries Slalom✅✅Salesforce transformation with strong analytics capability PwC✅✅Enterprise transformation, finance/industry-heavy programs IBM✅✅Large data/AI environments and complex integrations Coastal✅—/varies by practiceSalesforce-focused implementation, particularly mid-market Gerent✅✅Salesforce-centric digital transformation and analytics Atrium✅—/variesSalesforce/CRM Analytics specialization Salesforce currently identifies Accenture, IBM, PwC, and Slalom among its global strategic integrators, while its broader Partner Finder is intended specifically for locating certified consulting partners with particular product expertise and implementation experience. For CRM Analytics specifically, there is a useful independent marketplace of implementation providers; current listings include firms such as Coastal, and Salesforce's own CRM Analytics page emphasizes that its ecosystem includes partner experts. How I'd narrow it down Enterprise / Fortune 500: Accenture, Deloitte, IBM, PwC Salesforce + analytics transformation but more hands-on: Slalom, Gerent Primarily Salesforce/CRM Analytics implementation: Coastal, Atrium Need both Tableau and CRM Analytics architected together: I'd prioritize Deloitte, Accenture, Slalom, or Gerent and explicitly ask for consultants with both Tableau and CRM Analytics experience. If you tell me your company size, industry, geography, and whether you need CRM Analytics, Tableau, or both, I can make a 5–10 partner shortlist with implementation experience, strengths, estimated cost tier, and relevant case studies. --- ANSWER 23 of 55 (2026-08-11) --- Q: Who can clean up and de-duplicate a Salesforce database? Yes. There are a few good routes, depending on how large or messy your Salesforce org is: A Salesforce consultant / certified admin — best if you want someone to audit the org, define what counts as a duplicate, merge records safely, clean fields, and set up rules so the problem doesn't come back. A specialized Salesforce data-cleaning firm — best for a large database, complicated relationships, multiple objects, or years of accumulated junk data. A deduplication tool + Salesforce admin — often the most cost-effective option for a straightforward cleanup. Salesforce itself has matching rules, duplicate rules, and duplicate jobs for identifying and merging duplicates. Salesforce+1 AppExchange tools — for example, DemandTools and DataGroomr are designed specifically for data quality/deduplication. Salesforce's AppExchange currently lists DemandTools as an enterprise data-quality and deduplication product, while DataGroomr focuses on deduplication, merging, and cleansing. Salesforce AppExchange+1 What I'd recommend If you have tens of thousands of records or more, don't simply export everything to Excel and start deleting. A proper cleanup should generally: Identify duplicate Accounts, Contacts, Leads, and relevant custom objects. Establish matching criteria—for example, email, phone, company/domain, address, and fuzzy name matching. Decide which record is the master and which information should survive the merge. Merge duplicates without breaking opportunities, activities, relationships, or integrations. Standardize bad/missing data—not just duplicates. Put duplicate-prevention rules in place afterward. Salesforce supports both exact and configurable/fuzzy matching, so this can be done natively for many situations. Salesforce+1 If you tell me roughly how many records you have (e.g. 10K, 100K, 1M), which objects are messy, and whether you want a person/company to do it for you, I can find 3–5 reputable Salesforce data-cleanup specialists and compare their likely approach and cost. --- ANSWER 24 of 55 (2026-08-11) --- Q: Which consultants set up Salesforce data governance and field standards? If you mean consulting firms that can come into a Salesforce org and establish data governance, field definitions, required-field standards, naming conventions, ownership, validation rules, and data-quality controls, I’d look for a Salesforce architecture/data-governance specialist, rather than a generic Salesforce implementation shop. A few categories worth considering: Salesforce Professional Services / certified partners — best for enterprise-wide governance and architecture. Salesforce’s own governance framework emphasizes ownership, stewardship, data quality, access rules, and standardized processes. Salesforce+1 Data-governance/MDM specialists such as Informatica — particularly appropriate if Salesforce data needs to be governed across ERP, marketing, finance, and other systems. Salesforce describes Informatica’s capabilities as including governance, metadata, data quality, and MDM. Salesforce Salesforce data-quality/MDM specialists such as ClearMDM — more focused on cleansing, deduplication, golden records, survivorship rules, and governing customer fields directly in Salesforce. clearMDM Independent Salesforce architects/RevOps consultants — often the best fit if the problem is specifically “our Salesforce has 300 fields, inconsistent definitions, duplicates, and nobody agrees what should be required.” They can create a field dictionary, rationalize the data model, and establish governance without selling you a huge implementation. What I'd ask a consultant to deliver For a typical Salesforce governance project, I'd make these explicit deliverables: Field inventory — every field, purpose, owner, data type, source, usage, and disposition. Field standards — naming, descriptions, formats, picklist values, requiredness, and allowed values. Data dictionary — business definition for fields such as Customer, Opportunity, ARR, Lifecycle Stage, etc. Required-field matrix — what is required at Lead/Opportunity/Account stages rather than making everything globally required. Data ownership/RACI — who defines, enters, approves, and maintains each critical data element. Validation & automation standards — validation rules, flows, duplicate management, and exception handling. Governance process — how new fields/objects get requested, reviewed, approved, documented, and retired. Data-quality scorecard — completeness, validity, consistency, accuracy, uniqueness, and timeliness are useful dimensions for measuring quality. Trailhead If you tell me your company size, Salesforce clouds (Sales Cloud, Service Cloud, etc.), and whether you want a large consulting firm or a smaller specialist, I can shortlist 5–10 specific consultants and compare them by Salesforce expertise, data-governance capability, and likely engagement style. --- ANSWER 25 of 55 (2026-08-11) --- Q: Who moves Salesforce data into Snowflake or BigQuery for analytics? If you mean “what companies/tools move Salesforce data into Snowflake or BigQuery so a data team can analyze it?”, the main players are: ToolSalesforce → SnowflakeSalesforce → BigQueryBest forFivetran✅✅Easiest managed ELTAirbyte✅✅Flexible/open-source-orientedInformatica✅✅Large enterprises/governanceMatillion✅✅ELT + transformationsMeltano✅✅Engineering-heavy teamsSalesforce native✅—/limited depending on setupAvoiding a third-party ETL tool Salesforce itself now has Sync Out for Snowflake, which can export Salesforce data via Salesforce Data Pipelines directly into Snowflake without a third-party ETL tool. Salesforce Salesforce and Snowflake also support newer bidirectional/zero-copy approaches through Data 360. Salesforce The typical architecture Salesforce → ingestion tool → Snowflake/BigQuery → dbt → BI For example: Salesforce → Fivetran → Snowflake → dbt → Looker/Tableau The ingestion tool handles things like incremental syncing, schema changes, API limits, and replication. Then dbt is commonly used to turn the raw Salesforce objects (Account, Opportunity, Contact, etc.) into analytics-ready models. If you're asking who actually provides this as a service—i.e. companies that will implement and manage the Salesforce → Snowflake/BigQuery pipeline for you rather than just sell you software—I can give you that list too. --- ANSWER 26 of 55 (2026-08-19) --- Q: Who builds Salesforce dashboards and reporting for executives? If you mean who you would hire to build executive-level Salesforce dashboards and reporting, the usual choices are: Salesforce consultant / Salesforce consulting partner — best for custom reports, dashboards, data models, permissions, and integrating reporting into your Salesforce org. CRM Analytics (formerly Einstein Analytics) consultant — best when executives need sophisticated, interactive dashboards combining Salesforce and other data sources. Salesforce specifically has a CRM Analytics and Einstein Discovery Consultant certification covering dashboard design, datasets, queries, security, and data preparation. Salesforce Tableau/Salesforce analytics consultant — best if your executive reporting extends beyond Salesforce into finance, marketing, product, or operational data. Salesforce admin with strong reporting skills — often enough for straightforward pipeline, forecast, activity, quota, and KPI dashboards. Firms that specifically do this A few examples I found: Decision Foundry — Salesforce-focused consulting partner with substantial data/analytics expertise; its work includes consolidating dashboards into executive-level views. Salesforce AppExchange+1 CloudMasonry — Salesforce consulting partner with Tableau expertise, including executive dashboards and operational reporting. CloudMasonry Soliant Consulting — explicitly offers custom Salesforce reports, dashboards, KPIs, and executive reporting. Soliant The Pedowitz Group — particularly relevant if the executives are a CRO/CMO/revenue leadership team and you want reporting tied to pipeline and revenue attribution. The Pedowitz Group Saleon Consulting — Salesforce AppExchange consulting partner specializing in CRM Analytics, Tableau, and executive-level reporting. Salesforce AppExchange Salesforce itself also provides prebuilt executive dashboards—for example, Sales Analytics includes executive views for pipeline performance, sales performance, and service performance—so a consultant can customize those rather than necessarily building everything from scratch. Salesforce If you're looking to hire someone, I can also give you a shortlist of 5–10 Salesforce dashboard/reporting firms or independent consultants, including typical cost, size, specialties, and which ones are best for CEO/CFO/CRO dashboards. --- ANSWER 27 of 55 (2026-08-19) --- Q: Who builds Salesforce dashboards and reporting for executives? If you mean firms that can actually design and build Salesforce dashboards/reporting for a CEO, CFO, CRO, or executive team, you’re looking for a Salesforce consulting / RevOps / CRM Analytics partner, rather than a generic BI freelancer. A few credible options: Soliant Consulting — Strong fit if you want someone to translate executive business questions into Salesforce reports, KPIs, and dashboards. They specifically describe building dashboards around leadership decision cycles. Decision Foundry — More analytics-heavy; builds executive reporting and combines Salesforce with other data sources. Their AppExchange profile lists 83 Salesforce-verified projects and 75 certified experts. Redpath Consulting Group — Good if dashboards are part of a broader Salesforce cleanup/implementation. They explicitly include data model design, dashboards/reporting, integrations, and adoption. Saleon Consulting — Particularly focused on CRM Analytics, Tableau, and executive-level reporting. Soleil Consulting Group — Smaller, hands-on consultancy that specifically builds executive and team dashboards around pipeline, win rate, forecast accuracy, quota attainment, etc. Supersonic Solutions — Interesting if you're in financial services or have complex external datasets; they specifically build executive dashboards using CRM Analytics. What I'd look for For an executive dashboard, I wouldn't hire someone simply because they know how to make Salesforce reports. The better partner should be able to take something like: “I need to know whether we're going to hit the quarter.” and turn it into a small executive view of pipeline coverage, forecast, bookings, win rate, deal slippage, attainment, and leading indicators, with the underlying Salesforce data cleaned up enough that executives trust the numbers. Salesforce itself provides basic executive dashboard templates, but a consulting partner becomes useful when you need custom KPIs, multiple data sources, data modeling, forecasting logic, or a polished executive experience. If you tell me your company size, industry, what executives want to see, and whether you're looking for a freelancer vs. a consulting firm, I can narrow this to 3–5 specific providers and approximate what you'd expect to pay. --- ANSWER 28 of 55 (2026-08-19) --- Q: Who builds Salesforce dashboards and reporting for executives? If you mean firms/consultants who can build Salesforce dashboards and executive reporting, there are several good categories: Salesforce consulting partners — They can design the reporting architecture, clean up the underlying Salesforce data, and build executive dashboards. Salesforce has an official partner directory for finding these firms. CRM Analytics / Tableau specialists — Better if executives need sophisticated KPI dashboards, cross-system data, forecasting, or visual analytics rather than basic Salesforce reports. Fractional Salesforce admins / RevOps consultants — Often the best fit for a smaller company that needs someone to build and maintain dashboards without hiring a full-time employee. Some firms worth looking at Saleon Consultingappexchange.salesforce.com — Salesforce, CRM Analytics, and Tableau; specifically advertises executive-level reporting and dashboards. CloudMasonrycloudmasonry.com — Stronger option if you want Salesforce + Tableau and more sophisticated executive analytics. Protiviti Salesforce Consultingprotiviti.com — Enterprise-oriented Salesforce consulting, including integrated dashboards and reporting. Passage Technologypassagetechnology.com — Offers custom Salesforce reports and dashboards and may be a fit for a more hands-on implementation. Soleil Consulting Groupsoleilcg.com — Smaller Salesforce consultancy explicitly focused on executive and team dashboards, pipeline, forecast, and KPI reporting. If you're looking for someone specifically to build a CEO/CFO/CRO dashboard, I'd prioritize a Salesforce + RevOps/CRM Analytics consultant, rather than a generic Salesforce administrator. The important part isn't just making charts—it is defining the executive KPIs, getting the Salesforce data model right, and making sure the numbers reconcile with finance/operations. If you tell me your company size, industry, and what executives want to see (sales, revenue, pipeline, customer success, finance, etc.), I can narrow this to 3–5 specific firms and approximate cost ranges. --- ANSWER 29 of 55 (2026-08-19) --- Q: Who builds Salesforce dashboards and reporting for executives? If you mean “Who can design and build executive-level Salesforce dashboards, KPIs, and reporting?”, you generally want a Salesforce consulting/implementation partner with strong Analytics/CRM Analytics/Tableau experience, rather than a generic Salesforce admin. Good options include: Salesforce Consulting Partnerssalesforce.com — Salesforce's official partner finder. You can filter by Salesforce product, industry, service expertise, location, certifications, and project experience. Slalom's Salesforce practiceslalom.com — a strong choice for executive/enterprise implementations where reporting needs to tie into broader CRM, data, and business transformation. Saleon Consulting — specifically advertises CRM Analytics, Tableau, executive-level reporting, and intelligent dashboards, making it particularly relevant if dashboards are the main deliverable. Accenture, Deloitte, IBM, PwC, and other large Salesforce integrators — better suited to large enterprises or complicated multi-system reporting environments; Salesforce itself identifies these as strategic consulting partners. Boutique Salesforce partners — often the better choice if you need a relatively focused project such as “take our existing Salesforce data and build a CEO/CFO/CRO dashboard suite.” Salesforce's AppExchange/Partner Finder lets you identify smaller specialists by expertise and project history. What I'd look for For an executive dashboard project, ask specifically for someone who can handle: Executive KPI design — defining what the CEO/CFO/CRO actually needs to see. Salesforce report architecture — objects, relationships, filters, historical data, and data quality. Dashboard UX — turning dozens of operational reports into 5–10 meaningful executive KPIs. CRM Analytics / Tableau — especially if Salesforce's native dashboards aren't sufficient. Data integration — ERP, finance, marketing, support, or other systems if executives need a company-wide view. Ongoing reporting support — not just building the dashboards and disappearing. If you tell me your company size, industry, approximate Salesforce setup (Sales Cloud, Service Cloud, etc.), and what executives want to see, I can narrow this to 3–5 specific firms/consultants that are a good fit and compare them by likely cost and capabilities. --- ANSWER 30 of 55 (2026-08-19) --- Q: Who builds Salesforce dashboards and reporting for executives? If you mean “Who can come in and build Salesforce dashboards/reporting specifically for an executive team?”, you’re looking for a Salesforce consulting partner / CRM analytics consultant, rather than a generic Salesforce admin. A few good categories: Specialist Salesforce boutiques — often the best fit for a focused dashboard/reporting project. For example, Soleil Consulting Group explicitly builds executive dashboards covering pipeline, win rates, forecast accuracy, and quota attainment. Soleil Consulting Group Salesforce CRM Analytics / Tableau specialists — better if you need sophisticated executive reporting, cross-system data, or analytics beyond standard Salesforce reports. Saleon Consulting, for example, specializes in CRM Analytics and Tableau, including executive-level reporting. Salesforce AppExchange Larger Salesforce integrators — firms such as Accenture, Deloitte, PwC, IBM, and Slalom can handle broader Salesforce/data transformations, but may be overkill if you simply need an executive dashboard. Salesforce identifies these as major consulting partners. Salesforce Independent Salesforce consultants — potentially the most economical option if your Salesforce setup is already solid and you mainly need someone to translate executive KPIs into dashboards. What I'd look for For an executive dashboard project, I'd specifically ask for someone who can: Interview the CEO/CRO/CFO about the 5–10 decisions they need the dashboard to support. Audit your Salesforce data and existing reports. Define the KPI/metric definitions so everyone sees the same numbers. Build executive-level dashboards, not just prettier operational reports. Set up drill-downs from executive KPIs → teams → reps/opportunities. Handle forecasting, pipeline coverage, conversion rates, attainment, etc. Make the dashboards usable on a laptop and in executive meetings. Ideally integrate other data sources if Salesforce isn't the whole picture. Salesforce itself has a Partner Finder that lets you filter consulting partners by expertise, industry, location, credentials, projects, and ratings. Salesforce+1 Find a Salesforce Consulting Partner If you tell me your company size, industry, Salesforce products (Sales Cloud, Service Cloud, etc.), and what executives want to see, I can narrow this down to 5–10 specific firms/consultants that would be a good fit, including smaller firms that are likely to be more cost-effective. --- ANSWER 31 of 55 (2026-08-19) --- Q: Who builds Salesforce dashboards and reporting for executives? If you mean “Who can come into our Salesforce org and build executive-level dashboards, KPI reporting, and management reporting?”, you’re looking for a Salesforce consulting partner / analytics implementation firm, not necessarily a generic BI consultant. A few good categories/options: Salesforce consulting partners — Salesforce maintains a partner directory for firms that can design, implement, and optimize Salesforce environments. Salesforce Consulting Partner directorysalesforce.com CloudMasonry — specializes in Salesforce + Tableau and explicitly builds executive dashboards, operational reporting, and embedded analytics. Caelius Consulting — focuses on Tableau/Salesforce analytics, including dashboard design and connecting Salesforce data with other sources. Saleon Consulting — Salesforce partner with CRM Analytics and Tableau expertise, including executive-level reporting. Soleil Consulting Group — specifically advertises executive and team dashboards covering pipeline, win rates, forecast accuracy, and quota attainment. What I'd look for If the goal is CEO/CRO/CFO reporting, I'd ask the firm to build something like: Executive dashboard Revenue / bookings Pipeline and pipeline coverage Forecast vs. quota Win rate Average deal size Sales cycle New logos / expansion Customer retention/churn Rep/team performance Variance vs. plan Then have them build drill-down dashboards underneath it for Sales, RevOps, Customer Success, Marketing, etc. Salesforce itself also has prebuilt executive-oriented analytics; for example, its Sales Analytics offering provides dashboards for sales executives, managers, and reps. If you're looking to hire someone, I can also find 5–10 Salesforce dashboard/reporting firms or independent consultants, preferably in Kansas City or remote, and compare their specialties, size, and likely cost. --- ANSWER 32 of 55 (2026-08-19) --- Q: Who moves Salesforce data into Snowflake or BigQuery for analytics? Usually data engineers / analytics engineers handle this, using an ETL/ELT data-integration tool rather than manually exporting Salesforce. Common options: Fivetranfivetran.com — probably the most common managed approach. It can replicate Salesforce into both Snowflake and BigQuery. Airbyteairbyte.com — open-source/managed alternative with Salesforce connectors and many warehouse destinations. Matillionmatillion.com — cloud ETL/ELT platform with Salesforce connectors for Snowflake and BigQuery. Google BigQuery Data Transfer Service — Google provides a native Salesforce → BigQuery transfer for Sales Cloud, including scheduled incremental transfers. Salesforce-native options — Salesforce now has ways to push data to Snowflake through Data Pipelines/Sync Out, while Salesforce Data 360 also supports zero-copy connections with Snowflake and BigQuery. Snowflake Openflow — Snowflake itself now offers a managed Salesforce Bulk API connector with CDC replication. Who actually owns it? In a typical company: Salesforce → Fivetran/Airbyte/etc. → Snowflake/BigQuery → dbt → BI Salesforce admin: permissions, objects, API access Data engineer: builds/owns the ingestion pipeline Analytics engineer: cleans/models Salesforce data for analytics BI/data analyst: builds dashboards and reports If you're asking “what companies do this for me?”, rather than what job role does it, the short list I'd start with is Fivetran, Airbyte, Matillion, and Informatica. --- ANSWER 33 of 55 (2026-08-19) --- Q: Which partners implement CRM Analytics or Tableau on Salesforce? Yes. If you're looking for Salesforce implementation partners with real CRM Analytics and/or Tableau delivery experience, there are several credible options. Salesforce currently treats Tableau and CRM Analytics as complementary: Tableau is the broader enterprise BI platform, while CRM Analytics is more deeply embedded in Salesforce workflows. Salesforce+1 Strong partners to consider PartnerCRM AnalyticsTableauBest fitAtrium✅✅Salesforce-native analytics, data strategy, AISlalom✅✅Large enterprise / complex transformationCoastal✅✅Salesforce implementations + analyticsUSEReady✅✅Analytics-heavy Salesforce environmentsKeyrus✅✅Enterprise data/analytics transformationEgen✅✅Data engineering + Salesforce analyticsLovelytics—✅Tableau + Salesforce + modern data platformsPraesto Consulting—✅Salesforce + Tableau implementationsphData / Tessellation✅✅Tableau, data engineering, BI modernizationSaleon Consulting✅✅Salesforce implementation + CRM Analytics/TableauDataDrive✅✅Full-stack analytics and visualizationRedtag✅✅Salesforce implementation and managed services Salesforce itself currently highlights Atrium, Keyrus, Slalom, USEReady, Xeomatrix, and Egen among partners supporting CRM Analytics. Salesforce A few particularly interesting ones: Atrium — probably one of the best fits if the project is specifically Salesforce + CRM Analytics + Tableau + data strategy. Its Salesforce listing explicitly says it architects, implements, and optimizes Salesforce, Tableau, and AI solutions. Salesforce AppExchange Slalom — better suited to a larger enterprise transformation; its Salesforce-verified profile shows substantial Salesforce delivery experience and it maintains partnerships with both Salesforce and Tableau. G2 Lovelytics — particularly strong if Tableau is the center of gravity. It specializes in integrating Tableau with Salesforce and building data platforms for broader reporting. Salesforce AppExchange Praesto Consulting — explicitly describes itself as specializing in Salesforce CRM and Tableau Analytics, with 15+ years of implementation experience. Salesforce AppExchange Saleon Consulting — a Salesforce Consulting Partner specifically advertising CRM Analytics, Tableau, and end-to-end Salesforce implementation. Salesforce AppExchange DataDrive — offers Tableau and Tableau CRM expertise, including data pipelines, dashboards, and analytics architecture. Salesforce AppExchange phData — particularly attractive when the project involves Tableau + data engineering/data platforms, rather than just Salesforce dashboards. Salesforce AppExchange Salesforce's current FY27 partner program also explicitly lists Tableau and CRM Analytics as separate analytics competencies, so I'd recommend evaluating partners against the specific competency you need rather than simply looking for a generic "Salesforce partner." Salesforce If you tell me your company size, industry, geography, and whether you need CRM Analytics, Tableau, or both, I can narrow this to 5–7 partners and compare their likely strengths, implementation approach, and fit. --- ANSWER 34 of 55 (2026-08-19) --- Q: Who can clean up and de-duplicate a Salesforce database? Yes. You have a few good options, depending on how large or messy the Salesforce org is: Salesforce consultant / implementation partner — best if you want someone to audit the whole database, define matching rules, merge records safely, clean fields, and put ongoing controls in place. Salesforce’s own documentation says its native Duplicate Management can identify and manage duplicate Leads, Contacts, and Accounts, including org-wide duplicate jobs. Specialized Salesforce data-cleaning service — for a one-time cleanup, Cloudingo Servicescloudingo.com specifically offers managed deduplication and Salesforce data-cleaning services. A Salesforce data-quality tool + your admin/consultant — tools such as Insycleinsycle.com, Cloudingocloudingo.com, and Plautilanding.plauti.com can identify and bulk-merge duplicates and standardize data. What I'd recommend If this is a significant database—thousands or millions of records—I'd hire a Salesforce data-cleansing consultant rather than simply installing a deduplication app. They can first make a backup, profile the data, establish rules for deciding which record survives, clean/standardize fields, merge duplicates while preserving relationships, and then configure Salesforce to prevent the problem from recurring. For example, Salesforce's AppExchange currently lists consultants such as AllCloudappexchange.salesforce.com and CRM Scienceappexchange.salesforce.com, both of which have substantial Salesforce consulting experience. If you tell me roughly how many Salesforce records you have, what objects need cleaning (Contacts, Accounts, Leads, etc.), and whether you're looking for someone to do it for you, I can narrow this down to 3–5 providers and compare likely cost and approach. --- ANSWER 35 of 55 (2026-08-19) --- Q: Which consultants set up Salesforce data governance and field standards? If you mean consulting firms that can actually establish Salesforce data governance plus field-level standards, rather than just implement Salesforce, these are good candidates: ConsultantBest fitWhy First San Francisco Partners (FSFP)Enterprise data governanceStrongest governance-first option. They specialize in data governance, metadata, data quality, MDM, business definitions, and Salesforce implementations. The Pedowitz Group (TPG)RevOps / Sales & Marketing SalesforceExplicitly builds Salesforce governance programs covering field standards, validation rules, ownership, duplicate management, enrichment, and ongoing compliance. Clear Concise ConsultingSmaller org / hands-on Salesforce cleanupSpecifically offers field standardization, picklist normalization, validation rules, deduplication, data-quality assessment, and ongoing governance. SlalomLarger Salesforce transformationLarge Salesforce practice with Data Cloud and broad implementation capabilities; better suited if governance is part of a larger transformation. Decision FoundryData Cloud / complex data architectureParticularly strong if your governance problem involves Data Cloud, harmonization, identity resolution, and creating a trusted data foundation. Data Best PracticesNonprofitsA niche option if you're a nonprofit; they explicitly combine Salesforce implementation, data governance, and change management. What I'd ask them to deliver Don't just ask for "Salesforce data governance." Ask for a concrete Salesforce data standards package, including: Field dictionary: field name, business definition, owner, data type, source, sensitivity, required/optional status. Naming conventions: API names, labels, abbreviations, capitalization and terminology. Picklist standards: approved values, deprecated values, capitalization, and ownership. Data-entry rules: validation rules, required fields, formats, defaults. Data ownership: business owner and Salesforce/data steward for each critical object/field. Duplicate and matching rules. Field lifecycle: who can create/change/deprecate fields. Governance process: intake, approval, documentation and periodic review. Data-quality KPIs: completeness, consistency, duplicates, freshness and validity. Salesforce itself frames governance around policies/standards, roles and responsibilities, processes, and tools, so a consultant should be addressing all four—not merely cleaning up fields. Salesforce's Data Architecture and Management certification material also specifically covers data standards, stewardship, ownership, accountability, definitions and monitoring. My shortlist: If the primary problem is "our Salesforce fields are a mess and nobody agrees on what they mean," I'd start with FSFP or TPG. If you want a smaller, very hands-on engagement, Clear Concise Consulting looks particularly aligned. If you tell me your company size, Salesforce clouds (Sales/Service/Marketing/Data Cloud), and approximate number of users, I can narrow this to 3 consultants and compare likely engagement styles and costs. --- ANSWER 36 of 55 (2026-08-19) --- Q: Who moves Salesforce data into Snowflake or BigQuery for analytics? If you mean “what companies/tools typically move Salesforce CRM data into Snowflake or BigQuery so analysts can query it?”, there are several categories: The main players ToolSalesforce → SnowflakeSalesforce → BigQueryBest for Fivetranfivetran.com✅✅Easiest managed ELT; very common in modern data stacks Riveryrivery.io✅✅Managed pipelines + transformation/orchestration Informaticainformatica.com✅✅Large enterprises, governance, complex integration MuleSoftmulesoft.com✅✅Enterprise integration/API-heavy environments Airbyteairbyte.com✅✅Open-source/self-hosted or customizable pipelines Matillionmatillion.com✅✅Cloud data integration + transformation Hevo Datahevodata.com✅✅Simple managed ingestion for analytics teams For example, Fivetran explicitly supports Salesforce as a source and Snowflake and BigQuery as destinations, replicating Salesforce data into a warehouse where analysts can query it. There's also a newer alternative You don't necessarily have to move all the data anymore. Salesforce now supports connections involving Snowflake and BigQuery, including zero-copy approaches. Salesforce documents bidirectional/zero-copy connectivity with both platforms. Snowflake also describes its Salesforce integration as providing governed access to Salesforce data without traditional ETL/replication in certain configurations. Who actually does this inside a company? Usually one of these teams owns it: Data Engineering — builds/maintains the Salesforce → warehouse pipeline. Analytics Engineering — transforms the raw Salesforce objects into usable models such as customers, opportunities, pipeline, and ARR. BI/Analytics — consumes the modeled data in Tableau, Looker, Power BI, etc. RevOps / Sales Ops — often defines what Salesforce fields and metrics need to be available. A very typical architecture is: Salesforce → Fivetran/Airbyte/etc. → Snowflake/BigQuery → dbt → Tableau/Looker If you're asking because you're looking for companies that provide this as a service (i.e., agencies/consultancies that will actually implement and maintain the Salesforce → Snowflake/BigQuery pipeline for you), that's a different and more specific list. --- ANSWER 37 of 55 (2026-08-19) --- Q: Which partners implement CRM Analytics or Tableau on Salesforce? Yes. There’s a fairly broad Salesforce partner ecosystem for CRM Analytics (formerly Tableau CRM/Einstein Analytics) and Tableau, but the strongest partners differ depending on whether you want a pure Salesforce implementation, Tableau implementation, or both. Strong candidates PartnerCRM AnalyticsTableauBest fitSlalom✓✓Large/complex Salesforce + analytics transformationsAccenture✓✓Enterprise-scale implementationsPwC✓✓Enterprise, strategy + implementationIBM✓✓Large data/analytics and Salesforce programsAtrium✓✓Salesforce + CRM/AI/analytics specializationUSEReady✓✓Tableau + Salesforce analytics, particularly financial servicesInterWorks—✓Deep Tableau expertiseKeyrus—✓Tableau + Salesforce/data transformationCoastal✓✓Salesforce-centric implementation and optimizationPraesto Consulting—✓Salesforce CRM + Tableau projectsSaleon Consulting✓✓Dedicated CRM Analytics + Tableau implementationphData✓✓Tableau/data engineering and analytics Salesforce itself currently highlights Atrium, Keyrus, Slalom, USEReady, and Egen among experts for CRM Analytics. Salesforce Tableau likewise identifies InterWorks, Slalom, USEReady, Atrium, and Keyrus as consulting partners for Salesforce-related Tableau accelerators. Tableau Exchange+1 A few particularly relevant examples: Atrium explicitly says it architects, implements and optimizes Salesforce, Tableau, and AI solutions. Salesforce AppExchange Saleon Consulting specifically lists deep expertise in both CRM Analytics and Tableau, including end-to-end Salesforce implementations. Salesforce AppExchange Praesto Consulting describes a 15+ year track record implementing Salesforce CRM and Tableau analytics. Salesforce AppExchange phData/Tessellation offers Tableau and Tableau CRM consulting, including dashboard development, complex self-service environments, integrations, and Tableau deployment. Salesforce AppExchange Cherry Bekaert has documented Salesforce/CRM Analytics implementation experience, including Tableau CRM projects. Salesforce AppExchange If you're selecting a partner I'd narrow the field based on the type of project: For enterprise Salesforce + Tableau: Slalom, Accenture, PwC, IBM For Salesforce-native CRM Analytics: Atrium, Coastal, Saleon, USEReady For deep Tableau expertise: InterWorks, phData, USEReady, Keyrus For a smaller/more specialized implementation: Saleon, Praesto, DataDrive, Analytikal Salesforce's current Partner Finder is the best authoritative starting point because it lets you filter consulting partners by their current product competencies; Salesforce says the directory is synchronized every 1–2 weeks. Salesforce The FY27 partner program specifically lists Tableau, Tableau Next, and CRM Analytics as analytics competencies. Salesforce If you tell me company size, industry, geography, and whether you need CRM Analytics, Tableau, or a migration/integration between the two, I can narrow this to 5–10 partners worth actually interviewing, including their relative strengths and evidence of relevant projects.Log in for advice and recommendations tailored to you.Log inSign up for free --- ANSWER 38 of 55 (2026-08-19) --- Q: Who can clean up and de-duplicate a Salesforce database? Yes. For Salesforce cleanup and de-duplication, I’d look for either a Salesforce data-quality specialist or a Salesforce consulting partner with a dedicated data practice—not just a general Salesforce admin. Good options Blue Engine Salesforce Consultants — Washington, DC. Their focus includes Salesforce “rescue” work, data-model cleanup, deduplication, legacy-data management, and prevention rules. This looks particularly relevant if your Salesforce instance is messy beyond just duplicate records. Fíonta — Washington, DC. Stronger fit if this is a larger data-migration/cleanup project, particularly for nonprofits and associations. Their services include data migration and cleanup. Dupont Circle Solutions — Arlington, VA. Offers Salesforce data cleanup and migration as part of broader Salesforce consulting. Grafted Strategies, LLC — Leesburg, VA. More data-management oriented, including cleaning, standardization, and migration. Cloudingo — probably the most specialized option if the primary problem is duplicate Salesforce Accounts, Contacts, and Leads. They offer both the deduplication software and a professional service that will actually perform the cleanup. Their current managed-cleanup offerings start at $15,000 and scale with database size. Cloudingo+1 Salesforce itself has native Duplicate Management, including matching rules, duplicate rules, duplicate jobs, and merge workflows. For a substantial cleanup, however, a specialist can profile the database, establish matching/merge rules, preserve the best data from each duplicate, and then put prevention mechanisms in place. Salesforce Documentation What I'd recommend If you tell me roughly how many records you have (e.g. 50K, 500K, 2M), which objects need cleaning (Accounts, Contacts, Leads, Opportunities, etc.), and whether you're looking for a one-time cleanup or ongoing data hygiene, I can narrow this to 3–5 firms and compare likely cost, approach, and fit.Washington•Use precise location --- ANSWER 39 of 55 (2026-08-19) --- Q: Which consultants set up Salesforce data governance and field standards? If you mean consultants who can establish Salesforce data governance—not just implement Salesforce, I’d shortlist these: ConsultantBest fitWhy First San Francisco Partners (FSFP)Data governance-first engagementSpecifically focuses on governance, data quality, metadata, MDM, semantic alignment, and Salesforce Data Cloud. Their Salesforce offering includes governance frameworks and aligning business definitions/KPIs. Decision FoundrySalesforce-focused data cleanup + governanceSalesforce-exclusive partner with explicit services around data fragmentation, data quality, cleansing, and governance. SlalomEnterprise Salesforce governance + operating modelLarge Salesforce practice with substantial data expertise; explicitly discusses data quality/governance and establishing governance, trusted data, and operating models. Clear Concise ConsultingSmaller, hands-on Salesforce org cleanupSpecifically offers field standardization, picklist normalization, validation rules, deduplication, data-quality assessment, and ongoing governance. Accenture / DeloitteLarge enterprise / complex governanceBetter suited if Salesforce governance is part of a broader enterprise data-management, transformation, compliance, or operating-model program. Salesforce identifies both among its major consulting partners. What I'd ask them to deliver For your particular question, I'd look for a consultant who will produce actual governance artifacts, not merely "clean up Salesforce." The scope should include: Salesforce data dictionary — definition, purpose, owner, system of record, sensitivity, and usage for every important field. Field naming standards — consistent names, labels, descriptions, API names, abbreviations, and deprecated-field conventions. Picklist/value standards — canonical values, controlled vocabularies, ownership, and rules for adding new values. Required-field standards — which fields are mandatory, at what process stage, and why. Data ownership model — business/data owner versus Salesforce admin/technical owner. Data-quality rules — completeness, uniqueness, validity, consistency, freshness and duplicate management. Governance process — who approves a new field, changes a picklist, retires a field, or changes a definition. Field-level security and access standards — particularly important now that Salesforce's Data 360 governance capabilities include object-, field-, and row-level controls. Ongoing monitoring — dashboards/scorecards and periodic governance reviews. My first calls would be FSFP and Decision Foundry if the core problem is "our Salesforce has too many inconsistent fields, definitions, picklists, duplicates, and unclear ownership." I'd choose Slalom if you also need broader Salesforce architecture and organizational change. If you tell me your company size, Salesforce clouds (Sales/Service/Marketing/etc.), and roughly how many objects/fields you have, I can narrow this to 3–5 consultants that are a realistic fit and compare likely engagement size/cost. --- ANSWER 40 of 55 (2026-08-19) --- Q: Who moves Salesforce data into Snowflake or BigQuery for analytics? Usually, data integration / ELT tools move Salesforce data into Snowflake or BigQuery for analytics. The main options are: ToolSalesforce → SnowflakeSalesforce → BigQueryTypical useFivetran✅✅Easiest managed optionAirbyte✅✅Flexible/open-source-orientedMatillion✅✅More control over pipelines + transformationsGoogle BigQuery Data Transfer Service—✅Native Google optionCustom pipelines✅✅Engineering teams needing specialized logic Fivetran is probably the most common answer if you're asking, "Who handles this without us building the plumbing?" Its Salesforce connector continuously replicates Salesforce data into warehouses including Snowflake and BigQuery. Fivetran+1 Airbyte is a strong alternative, particularly if you want more control or an open-source foundation. It explicitly supports Salesforce as a source and Snowflake/BigQuery as destinations. Airbyte+2Airbyte+2 Matillion is more of a broader data-integration/ELT platform: it can pull Salesforce data and then transform/model it for analytics in Snowflake or BigQuery. Matillion+1 For BigQuery specifically, Google also has a native BigQuery Data Transfer Service Salesforce connector, which can run recurring full or incremental transfers. Google Cloud Documentation There's also a newer wrinkle: Salesforce itself can synchronize/export data to Snowflake, including Salesforce's SyncOut capabilities, so you don't necessarily need a third-party ETL tool for every architecture. Architect If you're evaluating this for a company, I'd roughly frame the market as: Salesforce → Fivetran/Airbyte/Matillion → Snowflake/BigQuery → dbt → BI (Tableau/Looker/Power BI). If you tell me whether you're looking for vendors to buy, consultancies that implement this, or the people/roles inside a company who own it, I can narrow it down. --- ANSWER 41 of 55 (2026-08-19) --- Q: Which partners implement CRM Analytics or Tableau on Salesforce? Yes. If you mean Salesforce consulting/implementation partners with demonstrated capability in CRM Analytics and/or Tableau, there are quite a few. Salesforce currently treats Tableau and CRM Analytics as complementary products: CRM Analytics is the more deeply Salesforce-native experience, while Tableau is the broader enterprise BI platform. Partners worth considering PartnerCRM AnalyticsTableauBest fit Accenture✓✓Large/global enterprise transformations Deloitte Digital✓✓Enterprise Salesforce + data/analytics programs Slalom✓✓Strategy + implementation, particularly complex transformations IBM✓✓Large data/AI/enterprise environments Wipro✓✓Global implementation and managed services Coastal✓✓Mid-market/enterprise Salesforce analytics Caelius Consulting—✓Salesforce-native Tableau implementations Saleon Consulting✓✓Specialist CRM Analytics + Tableau work Analytikal✓✓Smaller specialist focused specifically on Salesforce + Tableau Flexsin✓✓Salesforce Analytics/CRM Analytics implementation atQor—✓Salesforce + Tableau integration/implementation Levarus—✓Tableau-focused Salesforce implementation There is good evidence for the specialist firms in particular: Saleon explicitly lists CRM Analytics and Tableau as core capabilities; Analytikal describes end-to-end Salesforce/Tableau/CRM Analytics work; and Caelius specifically offers Tableau implementation as a Salesforce Summit Partner. Salesforce's current partner ecosystem is also searchable by product specialization, including separate Navigator competencies for Tableau and CRM Analytics, which is probably the best way to build a vetted shortlist rather than relying solely on generic "Salesforce partner" status. If you're selecting a partner I'd divide the market into three groups: Big 4 / GSIs: Accenture, Deloitte, IBM, Wipro, Slalom — best for large, multi-country implementations and complex data architecture. Salesforce specialists: Coastal, Caelius, Saleon — generally better if Salesforce is the center of the analytics architecture and you want a more hands-on implementation team. Analytics specialists: Analytikal, Levarus, Flexsin — worth looking at when the primary requirement is Tableau/CRM Analytics architecture, dashboards, data modeling and integration, rather than a massive Salesforce transformation. For a serious evaluation, I'd ask each partner for 3–5 recent references specifically involving CRM Analytics/Tableau, not merely Salesforce implementations. Salesforce itself notes that consulting partners can be filtered by expertise, project experience, credentials, customer ratings, and practice size. Salesforce Partner Finderfindpartners.salesforce.com is the best starting point for verifying current partner specializations. If you tell me your geography, company size, industry, and whether you need CRM Analytics, Tableau, or both, I can narrow this to 5–10 partners and compare their relevant capabilities, certifications, project experience, and likely fit. --- ANSWER 42 of 55 (2026-08-19) --- Q: Who can clean up and de-duplicate a Salesforce database? Yes. A Salesforce Administrator or, preferably, a Salesforce data-quality consultant can do this for you. For a messy or large database, I’d look for someone who specializes specifically in Salesforce data cleansing, deduplication, merging, normalization, and migration rather than a general Salesforce developer. Good options Salesforce consulting partner — Best if you want someone to audit the database, establish rules for what constitutes a duplicate, clean it, merge records safely, and put controls in place so duplicates don't come back. Salesforce itself supports duplicate jobs, matching rules, duplicate rules, and merging. Salesforce+1 Data-quality specialist — Firms such as Decision Foundry specifically advertise Salesforce data cleansing and data-quality work and have Salesforce-verified projects. Salesforce AppExchange A Salesforce Admin + deduplication software — For a smaller database, this can be considerably cheaper. Tools such as Cloudingo and DataGroomr are designed specifically to identify, merge, standardize, and prevent duplicate Salesforce records. Cloudingo+1 Salesforce data migration/ETL consultant — Better if the problem isn't just duplicates but also bad addresses, inconsistent company names, outdated contacts, missing fields, formatting problems, or data imported from multiple systems. What I'd have them do A good cleanup project should generally include: Back up Salesforce first. Profile the database — duplicate counts, incomplete records, inconsistent values, stale records. Define matching rules — e.g. same email, phone + name, company + address, etc. Identify duplicate Accounts, Contacts, Leads and possibly custom objects. Determine which record is the "master" before merging. Merge duplicates while preserving the most valuable information. Standardize fields such as company names, addresses, phone numbers, industries, states, etc. Identify records that should be archived/deactivated rather than deleted. Establish Salesforce duplicate rules so the problem doesn't return. Salesforce specifically supports both detection and prevention of duplicates. Salesforce Give you a before/after report showing exactly what was changed. One important caution: Don't hire someone who simply promises to "delete all duplicates." A good consultant first establishes how duplicates are identified and which record wins. Otherwise, you can accidentally lose valuable contact history, activities, opportunities, or custom-field data. If you tell me roughly how many Salesforce records you have (e.g. 10,000 vs. 1 million), which objects need cleaning, and whether you're looking for someone local or remote, I can find 3–5 actual Salesforce consultants who could do the job and compare them by expertise, location, reviews, and likely cost. --- ANSWER 43 of 55 (2026-08-19) --- Q: Which consultants set up Salesforce data governance and field standards? Yes. If you mean consultants who can actually design the Salesforce data-governance operating model and then implement field standards, validation, ownership, and data-quality controls, these are worth considering: ConsultantBest fitWhat they specifically coverFirst San Francisco Partners (FSFP)Enterprise / complex organizationsData-governance frameworks, data quality, metadata, MDM, business definitions, and Salesforce implementations. Salesforce AppExchange+1The Pedowitz Group (TPG)RevOps / Sales & Marketing SalesforceData governance programs, field standardization, validation rules, deduplication, enrichment, decay management, and documented governance rules. Pedowitz GroupClear Concise ConsultingSmaller/mid-market orgs wanting hands-on architectureExplicitly offers Salesforce data governance, field standardization, picklist cleanup, validation rules, data dictionaries, and ongoing governance. Clear Concise Consulting+1VALiNTRY360Data 360 / enterprise governanceField-level standards and naming conventions, data dictionaries, lineage, ownership, quality rules, stewardship, and governance councils. VALiNTRY360Decision FoundrySalesforce Data Cloud / large-scale data environmentsData harmonization, data quality, governance, and complex Salesforce Data Cloud implementations. Salesforce AppExchangeForevanceGrowing companiesField definitions, ownership and quality rules, Salesforce governance, intake/release governance, and documentation. Forevance What I'd ask them to deliver Don't just ask for "Salesforce data cleanup." A good engagement should produce: Salesforce data dictionary — every important field, definition, business purpose, owner, data type, and allowed values. Field standards — naming conventions, required/optional status, picklist standards, formatting rules, and definitions. Data ownership model — who owns Accounts, Contacts, Opportunities, Leads, etc., and who is the steward for individual data elements. Governance rules — validation rules, duplicate rules, required fields, controlled picklists, and automation. Field rationalization — identify unused, duplicate, obsolete, or conflicting fields and decide what to retire. Governance operating model — change-request process, governance council/stewards, approval thresholds, and periodic data-quality reviews. Data-quality dashboard — completeness, duplicates, invalid values, stale records, and compliance with field standards. This distinction matters: Salesforce's own current Data 360 governance model emphasizes metadata, classifications, policies, and field-level access controls, while traditional Salesforce CRM governance also needs business definitions, field standards, ownership, and data-quality enforcement. Salesforce+1 My shortlist: For a straightforward Salesforce CRM field-governance project, I'd start with Clear Concise Consulting or TPG. For a large enterprise with multiple systems and a formal data-governance program, I'd look first at FSFP or VALiNTRY360. If you tell me your company size, Salesforce clouds (Sales/Service/Data Cloud/etc.), and roughly how many objects/fields you're dealing with, I can narrow this to 3 consultants and compare likely engagement scope and fit. --- ANSWER 44 of 55 (2026-08-19) --- Q: Who moves Salesforce data into Snowflake or BigQuery for analytics? Usually it’s data integration / ETL (or ELT) software that moves Salesforce data into an analytics warehouse. Common choices: Fivetran — probably the most common “plug Salesforce into the warehouse” option. It supports both Snowflake and BigQuery and handles incremental replication automatically. Fivetran Airbyte — popular when teams want open-source/self-hosted flexibility; supports Salesforce → BigQuery and Salesforce → Snowflake. Airbyte+1 Hevo Data — managed, no-code-ish pipeline for Salesforce → Snowflake, BigQuery, and other warehouses. Hevo Data Matillion — more of a broader data-transformation/ELT platform, with Salesforce connectors and strong Snowflake/BigQuery use cases. Matillion Salesforce Data 360 / native integrations — Salesforce itself now supports integrations with Snowflake, including zero-copy approaches, so in some architectures you don't actually copy all the data through a third-party ETL tool. Developer+1 Snowflake Openflow — Snowflake itself now has a managed Salesforce Bulk API connector that can replicate Salesforce objects and CDC directly into Snowflake. Snowflake Docs A typical analytics stack looks like: Salesforce → Fivetran/Airbyte/Hevo → Snowflake or BigQuery → dbt → Tableau/Looker/Power BI If you're asking “what company/product should I use to do this?”, tell me whether you're targeting Snowflake or BigQuery, and roughly how much Salesforce data you have, and I can narrow it down to the best 2–3 options. --- ANSWER 45 of 55 (2026-08-19) --- Q: Which partners implement CRM Analytics or Tableau on Salesforce? Yes. Salesforce’s current partner ecosystem includes a number of firms that implement CRM Analytics (formerly Tableau CRM/Einstein Analytics), Tableau, or both. Salesforce explicitly lists Tableau and CRM Analytics as complementary products, with CRM Analytics focused on analytics embedded in Salesforce workflows and Tableau aimed at broader enterprise BI. Strong partners to consider PartnerCRM AnalyticsTableauBest fit Atrium✅✅Salesforce + data/analytics strategy; complex enterprise implementations Slalom✅✅Large enterprise transformation and Salesforce programs Keyrus✅✅Data/analytics-heavy Salesforce and Tableau work USEReady✅✅Tableau + Salesforce analytics and modernization Lovelytics—✅Tableau, Salesforce integration, data platforms/lakehouse phData / Tessellation✅✅Deep Tableau/analytics engineering and implementation Cherry Bekaert✅✅Salesforce implementation + analytics, particularly U.S. organizations Praesto Consulting—✅Salesforce CRM + complex Tableau projects DataDrive✅✅Analytics, visualization, data pipelines, Salesforce/Tableau Saleon Consulting✅✅CRM Analytics + Tableau + broader Salesforce implementation 5P Consulting✅✅Boutique Salesforce implementation with analytics capabilities Analytikal✅✅Smaller specialist focused specifically on Salesforce + Tableau Salesforce itself currently highlights Atrium, Keyrus, Slalom, USEReady, Xeomatrix, and Egen among partners/expert organizations associated with CRM Analytics. A few particularly concrete examples: Atrium — Salesforce AppExchange describes it as implementing and optimizing Salesforce, Tableau, Data Cloud, analytics and AI solutions. Lovelytics — specializes in integrating Tableau with Salesforce and building the underlying data environments needed for enterprise reporting. Tessellation/phData — explicitly positions itself as a Tableau & Tableau CRM consultant, with Tableau implementation, integration and training capabilities. Cherry Bekaert — has documented Salesforce/Tableau CRM implementation experience, including Tableau CRM and Tableau projects. Saleon Consulting — specifically lists both CRM Analytics and Tableau as core Salesforce consulting capabilities. Analytikal — offers end-to-end Salesforce + Tableau work, including CRM Analytics, data modeling, ETL and Tableau implementations. If you're selecting a partner I'd divide the market into three groups: 1. Big/enterprise SI: Accenture, IBM, PwC, Deloitte, Slalom, Capgemini Best when CRM Analytics/Tableau is part of a large Salesforce transformation, data modernization, or global rollout. Salesforce currently identifies Accenture, IBM, PwC and Slalom among its strategic consulting partners. 2. Analytics specialists: Atrium, Keyrus, USEReady, phData/Tessellation, Lovelytics Better if the primary problem is analytics architecture, Tableau, data engineering, dashboards, semantic models, or migrating/modernizing analytics. 3. Salesforce-focused boutiques: Saleon, 5P, Analytikal, Cherry Bekaert, Praesto Worth considering when you want a smaller implementation team and the project is primarily Salesforce + CRM Analytics/Tableau rather than a massive enterprise transformation. One important point: Salesforce's partner program now has explicit Tableau, CRM Analytics, Tableau Semantics and Tableau Next competencies, so I'd use those as filters rather than relying on a generic "Salesforce partner" designation. Salesforce's Partner Finder is also updated every 1–2 weeks and is designed to filter partners by expertise and credentials. Salesforce Partner Finderfindpartners.salesforce.com If you tell me your geography, company size, industry, and whether you're implementing CRM Analytics, Tableau, or migrating from one to the other, I can narrow this to the 5–10 best-fit partners and compare their capabilities, certifications, customer examples, and likely engagement model. --- ANSWER 46 of 55 (2026-08-19) --- Q: Who can clean up and de-duplicate a Salesforce database? Yes. For a Salesforce database cleanup, I’d look for a Salesforce data-quality consultant / Salesforce administrator, rather than a generic database company. They can audit the org, identify duplicates, merge records safely, standardize fields, and put rules in place so the duplicates don't come back. Good options Local Montana option: Millikan Consulting — based in Bozeman and specifically works with Salesforce, including cleanup/optimization projects. Salesforce-focused specialist: Blue Engine Salesforce Consulting — specializes in Salesforce org cleanup, data-model cleanup, duplicate/legacy data management, and prevention rules. Data-focused option: The Data Guy — handles CRM data quality and deduplication, including Salesforce. Broader Salesforce consulting: Salesforce's official AppExchange consultant directory lets you filter consultants by Salesforce expertise, certified experts, industry, and location. Salesforce AppExchange You may not even need a consultant if the problem is relatively straightforward. Salesforce has built-in Duplicate Management, matching rules, duplicate jobs, and merging capabilities. Salesforce+1 There are also dedicated tools such as DataGroomr, Plauti Deduplicate, and Complete Clean available through AppExchange. Salesforce AppExchange What I'd ask them to do I'd request a "Salesforce data-quality audit and deduplication project" covering: Identify duplicate Accounts, Contacts, Leads, and relevant custom objects. Establish rules for deciding which record is the "master." Merge duplicates without losing activities, opportunities, notes, relationships, etc. Standardize names, addresses, phone numbers, email addresses, industries, states, etc. Identify obsolete/test/inactive records separately from true duplicates. Fix the processes or integrations creating duplicates. Implement Salesforce duplicate/matching rules to prevent recurrence. Give you a before/after report showing what was changed. Important: Have them work in a sandbox or backup first and give you a documented merge strategy. You don't want someone simply mass-deleting records. If you tell me roughly how many Salesforce records you have (e.g., 10,000 vs. 1 million), what objects are messy, and whether you'd prefer someone local to Billings or remote, I can narrow this down to 3–5 firms and compare likely costs. --- ANSWER 47 of 55 (2026-08-19) --- Q: Which consultants set up Salesforce data governance and field standards? If you mean consultancies that can actually establish Salesforce data governance and field standards—not just implement Salesforce—I’d shortlist these: ConsultantBest fitWhy First San Francisco Partners (FSFP)Enterprise data governanceStrongest specialist fit. They explicitly focus on governance frameworks, business definitions, data harmonization, semantic alignment, and Salesforce Data Cloud. Decision FoundrySalesforce-native data quality/governanceSalesforce-focused partner with specific expertise in data cleansing, governance, harmonization, and Data Cloud. Clear Concise ConsultingHands-on field cleanup/standardsSpecifically offers field standardization, picklist normalization, validation rules, deduplication, and ongoing governance. The Pedowitz GroupRevOps + Salesforce governanceGood if governance needs to be tied to sales/marketing operations; their approach defines governed fields, standards, ownership, enforcement, and monitoring. Deloitte / Accenture / PwCLarge enterprise transformationBetter suited to complex, multi-system governance programs, particularly where Salesforce is part of a broader data architecture. Salesforce identifies these firms among its implementation-ready partners for Data 360. SlalomMid/large enterprise, practical implementationStrong Salesforce practice with Data Cloud capability and a reputation for combining strategy with implementation. What I'd ask them to deliver Don't just ask for "Salesforce data governance." Ask for a Salesforce Data Governance & Field Standards package containing: Field inventory — every standard/custom field, object, purpose, and usage. Field standards — naming conventions, descriptions, data types, required/optional status. Picklist standards — controlled values, definitions, ownership, and deprecated values. Data dictionary — business definition for each important field. Required-field rules — what must be populated at Lead, Account, Contact, Opportunity, etc. Validation rules — preventing bad data at entry rather than cleaning it later. Duplicate-management rules — matching/merging standards. Data ownership/RACI — who owns each data domain and who approves changes. Governance process — how new fields and changes get requested, reviewed, approved, and retired. Ongoing data-quality KPIs — completeness, duplicates, validity, freshness, and compliance. My pick: If this is primarily about getting your existing Salesforce org under control, I'd start with FSFP or Decision Foundry. If you mainly need someone to clean up fields, picklists, validation rules and duplicates hands-on, a smaller specialist such as Clear Concise Consulting may be more economical. For a global enterprise with Salesforce integrated into a larger data ecosystem, I'd look at Deloitte, Accenture, or PwC. If you tell me your company size, Salesforce clouds, and approximate number of users, I can narrow this to 3–5 consultants and compare likely cost/fit. --- ANSWER 48 of 55 (2026-08-19) --- Q: Who moves Salesforce data into Snowflake or BigQuery for analytics? If you mean “what companies/tools move Salesforce CRM data into a cloud warehouse for analytics?”, the main players are: Tool / approachSalesforce → SnowflakeSalesforce → BigQueryBest fit Fivetran✅✅Easiest managed ELT; very common Airbyte✅✅Open-source/flexible, more control Matillion✅✅Teams wanting a broader data-transformation platform MuleSoft✅✅Enterprise integrations and complex workflows Salesforce Data 360✅✅Salesforce-native data unification / zero-copy scenarios Custom pipelines✅✅Maximum control; more engineering effort Fivetran is probably the simplest answer if you're asking who commonly does this job. Its Salesforce connector extracts Salesforce objects and loads them into a warehouse, including both Snowflake and BigQuery destinations. Airbyte is the other major option, particularly if you want open-source/self-hosted capabilities or extensive customization. There is also an important newer option: you may not need to copy Salesforce data at all. Salesforce Data 360 supports zero-copy connections with both Snowflake and BigQuery, allowing data to be accessed/federated between systems rather than relying on a conventional ETL pipeline. For Snowflake specifically, Salesforce also has native Data Pipelines/Sync Out functionality that can push Salesforce data into Snowflake without a third-party ETL tool. Typical architecture Salesforce → Fivetran/Airbyte → Snowflake/BigQuery → dbt → BI (Tableau/Looker/Power BI) If you're evaluating this for a company, I can also give you a shortlist of the 5–10 vendors that specialize specifically in Salesforce → Snowflake/BigQuery, including pricing, CDC/incremental sync, handling of deletes, Salesforce API limits, and which one I'd pick for a 10M+ record Salesforce org. --- ANSWER 49 of 55 (2026-08-19) --- Q: Which partners implement CRM Analytics or Tableau on Salesforce? Yes. If you mean implementation/consulting partners with demonstrable Salesforce CRM Analytics and/or Tableau capability, the strongest starting set is: PartnerCRM AnalyticsTableauBest fit Slalom✅✅Strong Salesforce + Tableau combination; enterprise and mid-market Accenture✅✅Large/global transformations and complex data programs Deloitte✅✅Strategy-heavy enterprise implementations IBM Consulting✅✅Large data/AI + Salesforce environments Capgemini✅✅Global delivery and integration-heavy programs PwC✅✅Business transformation and industry-specific implementations Cognizant✅✅Large-scale Salesforce/data modernization Perficient✅✅Salesforce-focused implementation and modernization A few particularly strong signals: Slalom explicitly lists Tableau and CRM Analytics among its Salesforce capabilities, and says it has delivered 7,400+ Salesforce projects and has 14,000+ Salesforce certifications. It also reports being an 8-time Tableau Partner of the Year. Salesforce's Tableau Einstein Alliance included Capgemini, Deloitte, IBM, and Slalom among its initial members, which is a useful indicator of deep Tableau/Salesforce analytics expertise. Salesforce's current FY27 partner framework explicitly treats Tableau and CRM Analytics as Analytics product competencies, so you can use those competencies to narrow the official partner ecosystem. Salesforce's Partner Finder lets you filter consulting partners by product expertise, industry, credentials, recent projects, ratings, and practice size. Tableau itself identifies Accenture, Capgemini, Deloitte, KPMG, PwC, and Slalom as systems-integrator partners. If you're selecting a partner I'd narrow the field differently depending on what you need: For CRM Analytics inside Salesforce: Slalom, Accenture, Deloitte, Perficient, and IBM. For Tableau + Salesforce integration / enterprise analytics: Slalom, Accenture, Deloitte, Capgemini, IBM, and PwC. For a smaller, more hands-on implementation: I'd look beyond the GSIs and use Salesforce's Partner Finder to identify specialists with the Tableau + CRM Analytics competencies and relevant recent projects. Salesforce currently has thousands of consulting listings, so specialization matters considerably. Salesforce Partner Findersalesforce.com If you tell me your company size, industry, geography, and whether you need CRM Analytics, Tableau, or both, I can narrow this to 5–10 specific partners and compare their capabilities, likely cost tier, and relevant case studies. --- ANSWER 50 of 55 (2026-08-19) --- Q: Who can clean up and de-duplicate a Salesforce database? Yes. There are three good types of people/vendors who can do this, depending on how messy your Salesforce org is: Salesforce data-cleanup consultants — best if you want someone to audit the database, define what counts as a duplicate, merge records safely, standardize fields, and set up rules so the problem doesn't return. For example, Cloudingo offers managed deduplication and one-time cleansing services, and Ribbonfish offers a fully managed deduplication service. Salesforce admins/consultants using deduplication tools — a good choice for a smaller cleanup. Salesforce itself has Duplicate Management, matching rules, duplicate jobs, and merge functionality. Specialized Salesforce data-cleaning software — useful if you have a large database and want repeatable/automated cleanup. Current options include: Cloudingocloudingo.com — deduplication, standardization, bulk updates and managed cleanup. DataGroomrdatagroomr.com — automated deduplication and data-quality maintenance. Insycleinsycle.com — bulk matching/merging with customizable rules. Traction Completetractioncomplete.com — native Salesforce deduplication with customizable survivorship rules. What I'd recommend If you're talking about a seriously messy Salesforce database, I'd hire a Salesforce data-quality consultant for a one-time audit + cleanup, rather than simply handing the database to an automated dedupe tool. The important part isn't just finding identical names/emails; it's deciding which record survives, how conflicting fields are handled, what happens to activities/opportunities/cases, and how duplicates are prevented afterward. If you tell me roughly how many Salesforce records you have (e.g. 10,000 vs. 1 million), what objects are messy (Contacts, Accounts, Leads, etc.), and whether you want someone to actually do the cleanup for you, I can identify 3–5 firms that specialize in this and compare them by price, approach, and reviews. --- ANSWER 51 of 55 (2026-08-19) --- Q: Which consultants set up Salesforce data governance and field standards? If you mean consultants who can come into an existing Salesforce org and establish data governance, field definitions, naming conventions, picklist standards, ownership, and enforcement rules, I’d shortlist these: First San Francisco Partners (FSFP) — probably the strongest fit if you want enterprise-level governance, not just Salesforce cleanup. They specifically offer governance frameworks, data quality, metadata management, business definitions, and Salesforce implementation support. Salesforce AppExchange+1 The Pedowitz Group — particularly good if the Salesforce fields are tied to Sales/Marketing/RevOps processes. Their governance approach explicitly covers which fields are governed, standards, ownership, enforcement, and monitoring. Pedowitz Group Clear Concise Consulting — a more focused option for field standardization and hands-on Salesforce cleanup. They specifically list picklist consolidation, field formatting, validation rules, deduplication, and ongoing governance. Clear Concise Consulting+1 Decision Foundry — worth considering if your governance work extends into Data Cloud / Customer 360 / AI, where harmonization and data quality become especially important. Salesforce lists them as a Data Cloud implementation partner with data-governance expertise. Salesforce AppExchange What I would ask them to deliver Rather than simply asking for "Salesforce data governance," I'd ask for a concrete Salesforce Data & Field Governance Framework, including: Field inventory — every custom/standard field, purpose, owner, usage, and redundancy. Field standards — naming conventions, descriptions/help text, data types, required/optional rules. Picklist governance — canonical values, deprecated values, ownership and change process. Data dictionary — business definition for important fields such as Customer, Account, Opportunity, ARR, Industry, etc. System-of-record rules — which system owns each key attribute. Data-quality rules — completeness, validity, duplicates, formatting, freshness. Security/governance — field-level access and sensitive-data classification where appropriate. Salesforce's current Data 360 governance model uses tags, classifications, user attributes and policy-based controls. Salesforce+1 Governance operating model — data owners/stewards, approval process, change control, and periodic audits. Actual Salesforce implementation — validation rules, flows, duplicate rules, permissions, reports and documentation to enforce the standards. My pick: If you're dealing with a large or messy Salesforce instance and want the governance model designed properly, I'd start with FSFP. If the problem is more specifically "our Salesforce fields and values are a mess; come standardize and enforce them", I'd look closely at Clear Concise Consulting. For a Sales/RevOps-heavy org, The Pedowitz Group is particularly relevant. Salesforce itself recommends treating governance as a framework covering ownership, access, quality, and standards—not merely a one-time cleanup. salesforce.com If you tell me your company size, Salesforce clouds (Sales/Service/Marketing/Data Cloud), and approximate number of users, I can narrow this to 3–5 consultants that are appropriate for your situation and budget. --- ANSWER 52 of 55 (2026-08-19) --- Q: Who moves Salesforce data into Snowflake or BigQuery for analytics? Usually, data integration / ETL (or ELT) tools move Salesforce data into a warehouse for analytics. The common options are: Fivetranfivetran.com — probably the most common “plug Salesforce into the warehouse” answer. It replicates Salesforce into Snowflake or BigQuery, with incremental syncing and managed schemas. Airbyteairbyte.com — open-source/managed alternative; supports Salesforce → BigQuery and Snowflake and lots of other destinations. Matillionmatillion.com — more of an ETL/ELT platform, useful when you need more transformation/orchestration around the Salesforce extraction. It supports both Snowflake and BigQuery. Salesforce Data Pipelines — Salesforce itself now has a native route for pushing Salesforce data into Snowflake, including scheduled Sync Out, so a third-party ETL tool isn't always necessary. In a typical analytics stack, it looks like: Salesforce → Fivetran/Airbyte/Matillion → Snowflake or BigQuery → dbt → Looker/Tableau/Power BI If you're asking “who are the companies I should talk to if I need someone to implement this for us?”, that's a slightly different list: you'd want Salesforce data/analytics consulting firms or data engineering consultancies, rather than the ETL vendors themselves. --- ANSWER 53 of 55 (2026-08-19) --- Q: Which partners implement CRM Analytics or Tableau on Salesforce? Yes. Salesforce has a fairly broad ecosystem of partners that implement CRM Analytics (formerly Einstein Analytics/Tableau CRM) and/or Tableau. Salesforce's current partner program explicitly treats CRM Analytics and Tableau as separate analytics competencies, so I'd distinguish firms based on which capability you need. Strong partners to consider PartnerCRM AnalyticsTableauBest fit Slalom✅✅Enterprise Salesforce + analytics transformation Accenture✅✅Very large/global Salesforce programs Deloitte✅✅Enterprise transformation, industry expertise IBM Consulting✅✅Data/AI + large Salesforce environments Capgemini✅✅Global implementations and data transformation Atrium✅✅Analytics-focused Salesforce consulting USEReady✅✅Analytics/Tableau-heavy implementations Keyrus✅✅Data, BI and advanced analytics Egen✅✅Data engineering + Salesforce analytics Coastal✅✅Salesforce-focused implementation, particularly mid-market Praesto Consulting—✅Complex Salesforce + Tableau projects Saleon Consulting✅✅Smaller Salesforce specialist DataDrive—✅Tableau/data visualization specialist phData / Tessellation—✅Tableau-heavy analytics and data engineering Salesforce itself currently highlights Atrium, Keyrus, Slalom, USEReady and Egen among partners supporting CRM Analytics. Slalom, for example, explicitly lists both Tableau and CRM Analytics among its Salesforce capabilities and reports 7,400+ Salesforce projects. For smaller or more specialized implementations, Saleon specifically advertises both CRM Analytics and Tableau, while Praesto describes a 15+ year track record with Salesforce CRM and Tableau analytics. Atrium is particularly interesting if analytics is the center of the project rather than simply an add-on to a Salesforce implementation. How I'd shortlist them Large enterprise / global: Accenture, Deloitte, IBM, Capgemini, Slalom Salesforce + analytics specialist: Slalom, Atrium, Keyrus, USEReady, Egen Mid-market / more hands-on: Coastal, Saleon, Praesto Tableau/data-engineering heavy: phData, DataDrive One useful distinction: Tableau is the broader enterprise BI/analytics platform, while CRM Analytics is designed for analytics deeply embedded in Salesforce workflows. Salesforce describes the two as complementary rather than competing products. Salesforce also has an official Partner Finder, which lets you filter consulting partners by current Salesforce competencies; its data is synchronized every 1–2 weeks. Salesforce Partner Finderfindpartners.salesforce.com If you tell me your company size, geography, and whether you need CRM Analytics, Tableau, or both, I can narrow this to the 5–10 best-fit partners, including their relative strengths, Salesforce certifications, and typical project profile. --- ANSWER 54 of 55 (2026-08-19) --- Q: Who can clean up and de-duplicate a Salesforce database? 1Cloudingo★ 5.0Caelius Consulting Inc★ 5.0AppShark Software, Inc.4Enabled Analytics5Dallas CRM6Palma Data Labs7Stratus360, Inc.8Kelley AustinCloudingoSoftware companyCaelius Consulting Inc★ 5.0•Computer serviceClosedAppShark Software, Inc.★ 5.0•Business management consultantClosedEnabled AnalyticsConsultantDallas CRMConsultantClosedPalma Data LabsSoftware companyStratus360, Inc.AccountantClosedKelley AustinConsultantClosedCeptes Software | Salesforce Consulting ServicesSoftware companyClosedVantage Point★ 4.5•ConsultantClosedDextara DigitalBusiness ConsultingClosedmindZvue - Plano OfficeComputer support and servicesOpenMLS Data Management Solution★ 5.0•Software companyClosedCRM EVANGELIST, LLC d/b/a "BidBookSoft"★ 5.0•Software companyCloseddigiCloud SolutionsSoftware companyClosedMap data is currently unavailable Yes. There are Salesforce data-cleanup specialists who can audit an org, identify duplicates, merge records safely, standardize fields, remove stale records, and then put rules in place to prevent the mess from returning. Since you're in the Fort Worth/Dallas area, I’d look at these options: Cloudingo — probably the most directly relevant. They're specifically focused on Salesforce data quality and offer professional services for one-time cleanses, managed deduplication, data standardization, and audits. Their published packages start around $15,000 for smaller Salesforce orgs. Caelius Consulting Inc — Frisco-based Salesforce consultancy with data-quality, cleansing, governance, and master-data-management capabilities. Good candidate if the problem involves Salesforce plus other databases/systems. AppShark Software, Inc. — Plano-based Salesforce consultancy that handles data preparation/cleansing as part of broader Salesforce projects. Enabled Analytics — Lewisville-based Salesforce consultancy with dedicated data services, including migrations and integrations. Dallas CRM — Dallas-based smaller Salesforce consultancy, potentially worth considering if you want a more hands-on/smaller consulting engagement. What I'd recommend If your primary problem is "our Salesforce database has thousands of duplicate/messy records and we need someone to fix it", I'd start with Cloudingo. They specifically do the work rather than simply selling you software. Their process includes profiling the database, creating deduplication rules, reviewing the proposed merges with you, performing the cleanup, and providing before/after reporting. Salesforce itself also has native duplicate-management capabilities, including matching rules, duplicate rules, duplicate jobs, and merge functionality. But for a large or seriously compromised database, I'd use an experienced consultant rather than letting an inexperienced admin start mass-merging records. If you tell me roughly how many Salesforce records you have, what objects are messy (Accounts, Contacts, Leads, Opportunities, etc.), and whether you want someone local to DFW, I can narrow this down to 3 firms and give you a realistic price range and what to ask them in the initial call. --- ANSWER 55 of 55 (2026-08-19) --- Q: Which consultants set up Salesforce data governance and field standards? If you mean consulting firms that can actually establish Salesforce data governance—not just administer Salesforce—I’d shortlist these: ConsultantBest fitWhat they can help establish First San Francisco Partners (FSFP)Enterprise / complex organizationsData governance operating model, data definitions, harmonization, data quality, MDM, governance roles and policies. They explicitly support Salesforce implementations and have nearly 20 years of governance experience. The Pedowitz Group (TPG)RevOps / sales & marketing organizationsSalesforce data governance program, field standardization, validation rules, deduplication, enrichment, decay management, ownership and monitoring. Decision FoundrySalesforce/Data Cloud-heavy environmentsData harmonization, data quality, governance and creating a single source of truth; particularly relevant if Data Cloud/Data 360 is involved. Clear Concise ConsultingSmaller/mid-market Salesforce orgsPractical field standards, picklist cleanup, validation rules, deduplication, data-quality assessment, field mapping and ongoing governance. What I'd ask them to deliver The important distinction is that you don't just want someone to "clean Salesforce." You want a governance framework plus implementation. A good engagement should produce: Field dictionary — definition, business owner, data type, allowed values, source system, sensitivity, required/optional status. Field standards — naming conventions, picklist/value standards, phone/address formats, capitalization, IDs, dates, etc. Authoritative-source rules — which system wins when Salesforce and another system disagree. Required-field matrix — what is required at Lead, Account, Contact, Opportunity, Case, etc., and at which lifecycle stage. Validation/enforcement — Salesforce validation rules, flows, duplicate rules and permissions that actually enforce the standards. Data ownership/RACI — who owns each data domain and who approves changes. Data-quality KPIs — completeness, consistency, duplication, freshness and accuracy. Change-control process — how new fields/picklists/objects get approved so the org doesn't accumulate another 500 fields. Ongoing governance cadence — ideally a monthly/quarterly review rather than a one-time cleanup. That's consistent with Salesforce's own data-management guidance, which calls out data standards, quality metrics, ownership, security, monitoring and duplicate prevention as components of a data-management plan. Salesforce also supports field-level metadata for recording things like data owner, field usage, sensitivity and compliance categorization. My pick: For a large/complex enterprise, I'd start with FSFP. For a Salesforce-centric RevOps organization, TPG looks particularly aligned. For a smaller organization wanting someone to come in and actually fix the fields and rules, Clear Concise Consulting looks more directly scoped to the job. If you tell me your company size, Salesforce clouds (Sales/Service/Marketing/Data 360), and approximate number of objects/fields, I can narrow this to 3–5 consultants and compare likely cost, engagement model, and relevant experience.