Neurons Lab vs Ekimetrics: full comparison for 2026
Quick verdict
Neurons Lab (4.2/5) edges ahead of Ekimetrics (4.0/5) overall. Neurons Lab is the better choice for banks and insurers building AI on AWS. Ekimetrics is the stronger option for marketing-led companies tying AI to measurable returns. The right choice depends on the size of your program, your budget, and whether you want the same firm to build what it recommends.
Neurons Lab vs Ekimetrics: head-to-head summary
| Criterion | Neurons Lab | Ekimetrics |
|---|---|---|
| Founded | 2019 | 2006 |
| HQ | London, UK | Paris, France |
| Team size | 50–100 | 400+ |
| Rating | 4.2 / 5 | 4.0 / 5 |
| Primary differentiator | Financial-services AI strategy from an AWS Machine Learning Competency partner that builds the prototypes | AI strategy anchored in marketing measurement and sustainability metrics |
| Pricing model | Project fees; rates not published | Project fees; rates not published |
| Min. engagement | $100,000+ (Clutch) | Not disclosed |
| Primary tech stack | AWS, Amazon Bedrock, Amazon SageMaker | Google Cloud, Azure, Python |
| Industries served | Banking, Insurance, Wealth management, Fintech, Healthcare | Retail, Consumer goods, Luxury, Automotive, Financial services, Healthcare |
Neurons Lab vs Ekimetrics: overview
Neurons Lab
Neurons Lab was founded in London in 2019 and has roughly 50 to 100 staff, topped up by a wider network of contract engineers. It is an AWS Advanced Partner with the Machine Learning Competency and works mainly for banks, insurers, and wealth managers. Strategy here means AI discovery and roadmap work that hands straight into prototypes on AWS. Clutch lists a $100,000+ minimum project, high for a firm this size and a sign that it aims at established financial companies.
Ekimetrics
Ekimetrics was founded in Paris in 2006 and has 400+ data scientists and consultants across Paris, London, New York, Hong Kong, and other offices. Best known for marketing-mix measurement, it has added AI strategy and sustainability analytics, and in February 2026 it bought Actable, a customer analytics software company. Strategy engagements start from outcomes you can measure, such as marketing return or emissions. The scope is narrower than a general AI roadmap but much easier to tie to a budget line.
Services and capabilities: Neurons Lab vs Ekimetrics
| Capability | Neurons Lab | Ekimetrics |
|---|---|---|
| Readiness assessment | ✗ | ✗ |
| Use-case prioritization | ✓ | ✓ |
| TCO / ROI modeling | ✗ | ✓ |
| AI governance & EU AI Act | ✓ | ✗ |
| Build vs. buy advice | ✓ | ✗ |
| Audit of live AI programs | ✗ | ✗ |
| Change management | ✗ | ✗ |
| Can build what it recommends | ✓ | ✓ |
Frameworks and platforms: Neurons Lab vs Ekimetrics
| Framework / platform | Neurons Lab | Ekimetrics |
|---|---|---|
| EU AI Act | N/A | N/A |
| GDPR | N/A | N/A |
| NIST AI RMF | N/A | N/A |
| AWS | ✓ | N/A |
| Azure | N/A | ✓ |
| Google Cloud | N/A | ✓ |
| Databricks | N/A | ✓ |
| Snowflake | N/A | N/A |
Pricing comparison: Neurons Lab vs Ekimetrics
| Criterion | Neurons Lab | Ekimetrics |
|---|---|---|
| Minimum engagement | $100,000+ (Clutch) | Not disclosed |
| Engagement models | Strategy & roadmap engagement, Delivery team | Strategy & roadmap engagement, Delivery team, Ongoing advisory |
| Rate transparency | Minimum disclosed | Not public |
| Price tier | Mid-market | Mid-market |
Target audience comparison: Neurons Lab vs Ekimetrics
| Dimension | Neurons Lab | Ekimetrics |
|---|---|---|
| Best company size | Startup to mid-market | Startup to mid-market |
| Best industries | Banking, Insurance, Wealth management | Retail, Consumer goods, Luxury |
| Best use cases | AI roadmaps for a bank or insurer that already runs on AWS., Generative AI assistants for wealth advisers and relationship managers. | Measuring and reallocating marketing spend with AI models., Sustainability reporting and emissions analytics. |
| Typical project type | Strategy & roadmap engagement | Strategy & roadmap engagement |
Neurons Lab vs Ekimetrics: pros and cons
| Neurons Lab | |
|---|---|
| + | Focus on banks, insurers, and wealth managers means less time explaining regulated-industry basics |
| + | AWS Machine Learning Competency is checked by AWS, so the engineering claim has outside validation |
| + | Discovery work moves into a working prototype quickly |
| + | Senior people do most of the work on a team this small |
| - | A small core team, so large multi-country programs would stretch it |
| - | Closely tied to AWS, which matters if your data lives on Azure or Google Cloud |
| - | A Clutch minimum of $100,000+ is steep for a first strategy engagement |
| Ekimetrics | |
|---|---|
| + | Ties each AI use case to a number finance already tracks |
| + | Marketing-mix and customer analytics experience going back to 2006 |
| + | Sustainability and emissions analytics are rare among AI strategy firms |
| + | Delivers the models as well as the plan |
| - | Narrower than a general AI strategy firm, centered on marketing and sustainability |
| - | The Actable acquisition (February 2026) is still being integrated |
| - | Little change-management practice |
Who should choose Neurons Lab?
A typical fit: AI roadmaps for a bank or insurer that already runs on AWS.
Financial-services AI strategy from an AWS Machine Learning Competency partner that builds the prototypes. Minimum engagement starts at $100,000+ (Clutch). Works best with clients in Banking, Insurance, Wealth management, Fintech, Healthcare.
Who should choose Ekimetrics?
A typical fit: measuring and reallocating marketing spend with AI models.
AI strategy anchored in marketing measurement and sustainability metrics. Minimum engagement is not publicly disclosed. Works best with clients in Retail, Consumer goods, Luxury, Automotive, Financial services, Healthcare.
Decision matrix: Neurons Lab vs Ekimetrics
| Your situation | Recommended choice |
|---|---|
| Your board wants a costed, sequenced roadmap within a quarter | Ekimetrics |
| You already run AI that is missing its targets | Neither offers a separate audit; ask for a scoped review |
| Regulators will ask how each AI system is governed | Neurons Lab |
| AI will change roles and processes for many staff | Neither; plan change management separately |
| You want the strategy firm to build the result too | Both can deliver after the strategy |
| Your budget is at the lower end | Compare: Neurons Lab ($100,000+ (Clutch)) vs Ekimetrics (Not disclosed) |
| You need a large team across many countries | Ekimetrics |
Use case fit: Neurons Lab vs Ekimetrics
| Use case | Neurons Lab fit | Ekimetrics fit | Winner |
|---|---|---|---|
| AI roadmaps for a bank or insurer that already runs on AWS. | Strong | Limited | Neurons Lab |
| Generative AI assistants for wealth advisers and relationship managers. | Strong | Limited | Neurons Lab |
| Measuring and reallocating marketing spend with AI models. | Limited | Strong | Ekimetrics |
| Sustainability reporting and emissions analytics. | Limited | Strong | Ekimetrics |
Verdict: Neurons Lab vs Ekimetrics
Neurons Lab (4.2/5) is the stronger overall choice for most AI Strategy Consulting projects. Financial-services AI strategy from an AWS Machine Learning Competency partner that builds the prototypes.
Ekimetrics (4.0/5) is worth a look if you need sustainability reporting and emissions analytics. If your situation matches that, Ekimetrics is a competitive option.
Related comparisons
Neurons Lab vs Ekimetrics FAQ
Is Neurons Lab better than Ekimetrics?
Neurons Lab (4.2/5) scores higher overall, but "better" depends on your use case. Neurons Lab's strongest advantage: focus on banks, insurers, and wealth managers means less time explaining regulated-industry basics. Ekimetrics's strongest advantage: ties each AI use case to a number finance already tracks.
How do Neurons Lab and Ekimetrics differ in pricing?
Neurons Lab's pricing: project fees; rates not published with a minimum engagement of $100,000+ (Clutch). 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: Neurons Lab or Ekimetrics?
Ekimetrics is the larger team and typically the better enterprise-scale choice. For very large programmes, verify team size and compliance coverage directly with each consultant before shortlisting.
What are the main differences between Neurons Lab and Ekimetrics?
Neurons Lab's primary differentiator is: financial-services AI strategy from an AWS Machine Learning Competency partner that builds the prototypes. Ekimetrics's primary differentiator is: AI strategy anchored in marketing measurement and sustainability metrics. They also differ in team size (50–100 vs 400+), minimum engagement ($100,000+ (Clutch) vs Not disclosed), and primary industries served (Banking, Insurance vs Retail, Consumer goods).
Verify all details directly with each consultant before making a decision.