Best AI Advisory Services

EY vs Ekimetrics: full comparison for 2026

Quick verdict

EY (4.2/5) edges ahead of Ekimetrics (3.8/5) overall. EY is the better choice for enterprises building AI risk into existing controls. Ekimetrics is the stronger option for CFOs who want AI tied to measured returns. The right choice depends on how independent you need the advice to be, your regulatory exposure, and your budget.

EY vs Ekimetrics: head-to-head summary

Criterion EY Ekimetrics
Founded 1989 2006
HQ London, UK Paris, France
Team size ~400,000 400+
Rating 4.2 / 5 3.8 / 5
Primary differentiator AI risk work folded into existing technology risk and controls programs Return-on-investment measurement for marketing and sustainability AI
Pricing model Engagement fees per scope; rates not published Project fees; rates not published
Min. engagement Not disclosed Not disclosed
Primary tech stack EU AI Act, NIST AI RMF, GDPR Google Cloud, Azure, Python
Industries served Financial services, Insurance, Public sector, Energy, Consumer Retail, Consumer goods, Luxury, Automotive, Financial services

EY vs Ekimetrics: overview

EY

EY was formed by the 1989 merger of Ernst & Whinney and Arthur Young and employs about 400,000 people. Its advisory teams cover responsible AI, AI risk, and compliance programs, and its technology risk leaders have spoken publicly about how far real AI assurance still has to go. That candor is useful for buyers who want an honest view of what can be certified today. Like the rest of the Big Four, it sells implementation as well.

Ekimetrics

Ekimetrics has worked from Paris since 2006 and has more than 400 data scientists and consultants. Its advice centers on measurable return: marketing mix, customer value, and sustainability metrics. That focus helps a CFO judge AI spending, though it covers a narrower field than a general advisory firm. It bought customer analytics company Actable in February 2026.

Services and capabilities: EY vs Ekimetrics

Capability EY Ekimetrics
Readiness assessment ✓ ✗
Use-case prioritization ✗ ✓
TCO / ROI modeling ✗ ✓
AI governance & EU AI Act ✓ ✗
Build vs. buy advice ✗ ✗
Independent audit or assurance ✓ ✗
Roadmap any vendor can implement ✗ ✗
Delivery capability after advice ✓ ✓

Frameworks and platforms: EY vs Ekimetrics

Framework / platform EY Ekimetrics
EU AI Act ✓ N/A
GDPR ✓ N/A
DORA N/A N/A
NIST AI RMF ✓ N/A
ISO/IEC 42001 N/A N/A
Azure ✓ ✓
AWS N/A N/A
Google Cloud N/A ✓

Pricing comparison: EY vs Ekimetrics

Criterion EY Ekimetrics
Minimum engagement Not disclosed Not disclosed
Engagement models Fixed-scope assessment, Multi-use-case advisory, Audit or certification, Delivery team Fixed-scope assessment, Delivery team
Rate transparency Not public Not public
Price tier Mid-market Mid-market

Target audience comparison: EY vs Ekimetrics

Dimension EY Ekimetrics
Best company size Enterprise Startup to mid-market
Best industries Financial services, Insurance, Public sector Retail, Consumer goods, Luxury
Best use cases Adding AI risk to an existing controls framework., Responsible AI policies for a large insurer. Measuring the return of marketing AI., Sustainability metrics for AI investments.
Typical project type Fixed-scope assessment Fixed-scope assessment

EY vs Ekimetrics: pros and cons

EY
+ Ties AI risk to controls frameworks finance teams already use
+ Realistic public view on the limits of AI assurance
+ Large global bench
- Premium fees
- Sells delivery alongside advice
- Audit-client independence rules apply
Ekimetrics
+ Strong on measuring return
+ Sustainability analytics experience
+ Long marketing analytics record
- Narrow focus on marketing and sustainability
- Little governance or regulatory work
- Recent Actable acquisition still being absorbed

Who should choose EY?

A typical fit: adding AI risk to an existing controls framework.

AI risk work folded into existing technology risk and controls programs. Minimum engagement is not publicly disclosed. Works best with clients in Financial services, Insurance, Public sector, Energy, Consumer.

Who should choose Ekimetrics?

A typical fit: measuring the return of marketing AI.

Return-on-investment measurement for marketing and sustainability AI. Minimum engagement is not publicly disclosed. Works best with clients in Retail, Consumer goods, Luxury, Automotive, Financial services.

Decision matrix: EY vs Ekimetrics

Your situation Recommended choice
You want advice with no build contract attached Neither; write the build as a separate decision
Finance needs run costs before approving anything Ekimetrics
Some of your use cases may be high-risk under the EU AI Act EY
You need an outside check on a system already built EY
You want the same firm to build what it recommends Both can deliver
Your budget is at the lower end Compare: EY (Not disclosed) vs Ekimetrics (Not disclosed)
You need advisers in many countries at once EY

Use case fit: EY vs Ekimetrics

Use case EY fit Ekimetrics fit Winner
Adding AI risk to an existing controls framework. Strong Limited EY
Responsible AI policies for a large insurer. Strong Limited EY
Measuring the return of marketing AI. Limited Strong Ekimetrics
Sustainability metrics for AI investments. Limited Strong Ekimetrics

Verdict: EY vs Ekimetrics

EY (4.2/5) is the stronger overall choice for most AI Advisory projects. AI risk work folded into existing technology risk and controls programs.

Ekimetrics (3.8/5) is worth a look if you need sustainability metrics for AI investments. If your situation matches that, Ekimetrics is a competitive option.

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EY vs Ekimetrics FAQ

Is EY better than Ekimetrics?

EY (4.2/5) scores higher overall, but "better" depends on your use case. EY's strongest advantage: ties AI risk to controls frameworks finance teams already use. Ekimetrics's strongest advantage: strong on measuring return.

How do EY and Ekimetrics differ in pricing?

EY's pricing: engagement fees per scope; rates not published. Ekimetrics's pricing: project fees; rates not published. Any hourly bands shown come from Clutch, not a published rate card, so a scoping call is still needed for a project quote.

Which is better for enterprise: EY or Ekimetrics?

EY is the larger team and typically the better enterprise-scale choice. For very large programmes, verify team size and compliance coverage directly with each firm before shortlisting.

What are the main differences between EY and Ekimetrics?

EY's primary differentiator is: AI risk work folded into existing technology risk and controls programs. Ekimetrics's primary differentiator is: return-on-investment measurement for marketing and sustainability AI. They also differ in team size (~400,000 vs 400+), minimum engagement (Not disclosed vs Not disclosed), and primary industries served (Financial services, Insurance vs Retail, Consumer goods).

Verify all details directly with each firm before making a decision.