TheShortlist Report

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Shortlist Report

Who builds Salesforce reporting, dashboards and data governance?

Salesforce Data, Reporting and Analytics: What The Shortlist Report Finds

4 firms lead, appearing in 25.5–36.4% of 55 AI responses. The sample cannot separate them, so we do not pretend it can.

The Shortlist Report · Published · Updated

Four firms lead

Slalom, Deloitte, Accenture and Saleon Consulting come up most often here. They are close enough together that the order between them is not worth reading anything into.

  1. Slalom20 of 55

    High-touch, U.S.-based Salesforce implementations for enterprise and upper mid-market organizations.

  2. Deloitte18 of 55

    Provides enterprise transformation and Salesforce implementation, particularly for operating-model redesign, governance, and data/compliance integration.

  3. Accenture17 of 55

    Delivers large-scale global CRM transformations with Salesforce, data, AI, and integration capabilities for Fortune 500 companies.

  4. Saleon Consulting14 of 55

    Offers end-to-end Salesforce implementation with CRM Analytics and Tableau for executive-level reporting.

55ChatGPT responses
10Firms named
1Question asked
Last measured

Based on 55 ChatGPT responses to this question, collected August 11, 2026–August 19, 2026. Firms are counted once per response. How we measure.

The ranking

Share = the percentage of the 55 responses that named the firm. Bars are drawn to the same scale across the table and repeat the number in the share column. Firms within a tier are not distinguishable at this sample size and are listed in no particular order.
FirmResponsesShare
Tier 1 4 firms, 25.5–36.4%
Slalomslalom.comHigh-touch, U.S.-based Salesforce implementations for enterprise and upper mid-market organizations.20 of 5536.4%
Deloittedeloitte.comProvides enterprise transformation and Salesforce implementation, particularly for operating-model redesign, governance, and data/compliance integration.18 of 5532.7%
Accentureaccenture.comDelivers large-scale global CRM transformations with Salesforce, data, AI, and integration capabilities for Fortune 500 companies.17 of 5530.9%
Saleon ConsultingOffers end-to-end Salesforce implementation with CRM Analytics and Tableau for executive-level reporting.14 of 5525.5%
Tier 2 6 firms, 12.7–21.8%
PwCProvides enterprise CRM and business-process transformation with Salesforce for large enterprises, especially regulated sectors.12 of 5521.8%
IBMHandles complex Salesforce integrations alongside complicated enterprise technology environments for large enterprises.11 of 5520.0%
Decision Foundrydecisionfoundry.comImplements Salesforce Service Cloud and Experience Cloud portals with case management and self-service capabilities.9 of 5516.4%
Atriumatrium.aiFocuses on Salesforce analytics and CRM analytics-focused implementations.8 of 5514.5%
Capgeminicapgemini.comLarge global Salesforce implementations with integration, multi-cloud, and industry-specific solutions.7 of 5512.7%
Clear Concise Consultingclearconciseconsulting.comOffers fractional Salesforce admin retainers with data quality, automation, and governance work.7 of 5512.7%

Key findings

  1. Slalom, Deloitte, Accenture and Saleon Consulting lead this sample, each named in 25.5–36.4% of 55 ChatGPT responses to the question “Who builds Salesforce reporting, dashboards and data governance?”, collected August 11, 2026–August 19, 2026.
  2. The gaps between Slalom, Deloitte, Accenture and Saleon Consulting are inside the margin of error at 55 responses, so The Shortlist Report groups them in one tier rather than ranking them against each other.
  3. 10 firms cleared the reporting threshold on “Who builds Salesforce reporting, dashboards and data governance?” in ChatGPT as of August 19, 2026; the full table with response counts is below.
  4. Slalom appears in 10 of the 11 Salesforce and CRM implementation partners reports published by The Shortlist Report, the widest coverage of any firm named on this page.
  5. No firm paid to appear in this ranking; placement cannot be bought, and the counts come from ChatGPT responses rather than from submissions.

Why the tiers fall where they do

Tier 1 holds Slalom, Deloitte, Accenture and Saleon Consulting, named in 14 to 20 of the 55 ChatGPT responses. They are grouped rather than ranked because the gaps between them are inside the margin of error at this sample size — one extra mention would reorder them, so an order would be reporting noise as a finding.

Tier 2 holds PwC, IBM, Decision Foundry, Atrium, Capgemini and Clear Concise Consulting, named in 7 to 12 of 55 responses (12.7–21.8%). The sample does separate these firms from the tier above: the difference from the leading group is larger than the margin of error, which is what puts them in a tier of their own.

The test is McNemar’s at 95%, applied against the same 55 responses for every firm. The full reasoning, and what happened when we ranked one-to-N instead.

What the sample shows

4 firms lead this question: Slalom, Deloitte, Accenture and Saleon Consulting. They appear in 25.5–36.4% of the 55 responses. The gaps between them are inside the margin of error at this sample size, so they are listed together rather than ranked against each other.

91 firms were named at least once across the sample. 10 of them cleared the threshold of 2 responses and appear above; the rest were named once and are inside the noise.

How to read this

Firms are grouped into tiers, not ranked one to fifteen. A tier holds every firm whose 95% confidence interval overlaps the leader's, which is a long way of saying the sample cannot tell them apart. Order within a tier is arbitrary — read the counts, not the position.

Share is the percentage of responses that named the firm — not a quality score. A firm scoring low here may be excellent and simply under-written about online, which is a finding about its visibility rather than its work.

The same question was asked repeatedly because AI assistants do not answer identically twice. A single response would tell you almost nothing.

What this measurement does not tell you

  • It is not a quality ranking. Share reflects how much has been written about a firm online, which is what an AI assistant reads. A capable firm nobody writes about scores low here.
  • It is a reading from a date range, not a permanent standing. This sample was collected August 11, 2026–August 19, 2026; models change and so do their answers.
  • It covers ChatGPT only. Other assistants answer differently, and we do not extrapolate across engines we have not measured.
  • Order within a tier is arbitrary. Read the counts, not the position. Why we use tiers.

Cite this report

The Shortlist Report. (2026). Salesforce Data, Reporting and Analytics: What The Shortlist Report Finds. The Shortlist Report. https://www.shortlistreport.com/article/salesforce-data-and-analytics

Underlying counts: CSV · JSON. Every answer they were counted from: plain text · JSON. All reusable under CC BY 4.0 with attribution.

Disclosure

No firm paid to appear on this page, and no link here is an affiliate link. Rankings come from measured responses; firms cannot submit, sponsor, or buy placement.

Something wrong on this page? How corrections work. This report is one of 81 covering Salesforce and CRM implementation partners — see the full set.