Neurons Lab vs RTS Labs: full comparison for 2026
Quick verdict
Neurons Lab (4.2/5) edges ahead of RTS Labs (3.8/5) overall. Neurons Lab is the better choice for banks and insurers building AI on AWS. RTS Labs is the stronger option for US firms testing one AI idea on a small budget. 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 RTS Labs: head-to-head summary
| Criterion | Neurons Lab | RTS Labs |
|---|---|---|
| Founded | 2019 | 2010 |
| HQ | London, UK | Glen Allen, USA |
| Team size | 50–100 | 100+ |
| Rating | 4.2 / 5 | 3.8 / 5 |
| Primary differentiator | Financial-services AI strategy from an AWS Machine Learning Competency partner that builds the prototypes | The lowest entry point reviewed here, with feasibility proofs in place of strategy decks |
| Pricing model | Project fees; rates not published | $25–$49/hr (Clutch band); fixed-scope proofs of concept |
| Min. engagement | $100,000+ (Clutch) | $5,000+ (Clutch) |
| Primary tech stack | AWS, Amazon Bedrock, Amazon SageMaker | AWS, Azure, Python |
| Industries served | Banking, Insurance, Wealth management, Fintech, Healthcare | Logistics, Financial services, Healthcare, Manufacturing, Retail |
Neurons Lab vs RTS Labs: 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.
RTS Labs
RTS Labs is based in the Richmond, Virginia area and says it has 100+ US-based employees (per company website; independently unverifiable). It gives its founding year as 2010, while Clutch lists 2012. The firm says outright that it doesn't deliver strategy decks. Its version of strategy is a feasibility study and proof of concept with a return-on-investment check. Clutch lists $25–$49 an hour and a $5,000+ minimum, the lowest entry point of any firm reviewed here.
Services and capabilities: Neurons Lab vs RTS Labs
| Capability | Neurons Lab | RTS Labs |
|---|---|---|
| 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 RTS Labs
| Framework / platform | Neurons Lab | RTS Labs |
|---|---|---|
| EU AI Act | N/A | N/A |
| GDPR | N/A | N/A |
| NIST AI RMF | N/A | N/A |
| AWS | ✓ | ✓ |
| Azure | N/A | ✓ |
| Google Cloud | N/A | N/A |
| Databricks | N/A | N/A |
| Snowflake | N/A | ✓ |
Pricing comparison: Neurons Lab vs RTS Labs
| Criterion | Neurons Lab | RTS Labs |
|---|---|---|
| Minimum engagement | $100,000+ (Clutch) | $5,000+ (Clutch) |
| Engagement models | Strategy & roadmap engagement, Delivery team | Readiness assessment, Delivery team |
| Rate transparency | Minimum disclosed | Minimum disclosed |
| Price tier | Mid-market | Accessible |
Target audience comparison: Neurons Lab vs RTS Labs
| Dimension | Neurons Lab | RTS Labs |
|---|---|---|
| Best company size | Startup to mid-market | Startup to mid-market |
| Best industries | Banking, Insurance, Wealth management | Logistics, Financial services, Healthcare |
| Best use cases | AI roadmaps for a bank or insurer that already runs on AWS., Generative AI assistants for wealth advisers and relationship managers. | Testing one AI idea with a proof of concept before funding it., Logistics and supply-chain models for mid-size US companies. |
| Typical project type | Strategy & roadmap engagement | Readiness assessment |
Neurons Lab vs RTS Labs: 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 |
| RTS Labs | |
|---|---|
| + | A $5,000+ Clutch minimum is the lowest entry point reviewed here |
| + | Proofs of concept test an idea on real data before a big commitment |
| + | Return-on-investment checks are part of the feasibility work |
| + | All-US team for clients that need domestic staff |
| - | Deliberately light on strategy, so a company-wide roadmap is outside its scope |
| - | US-only team with no European regulatory work |
| - | Founding year and headcount differ between its own site and Clutch |
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 RTS Labs?
A typical fit: testing one AI idea with a proof of concept before funding it.
The lowest entry point reviewed here, with feasibility proofs in place of strategy decks. Minimum engagement starts at $5,000+ (Clutch). Works best with clients in Logistics, Financial services, Healthcare, Manufacturing, Retail.
Decision matrix: Neurons Lab vs RTS Labs
| Your situation | Recommended choice |
|---|---|
| Your board wants a costed, sequenced roadmap within a quarter | Neither lists cost modeling; ask for a sample roadmap |
| 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 | RTS Labs |
| You need a large team across many countries | RTS Labs |
Use case fit: Neurons Lab vs RTS Labs
| Use case | Neurons Lab fit | RTS Labs 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 |
| Testing one AI idea with a proof of concept before funding it. | Limited | Strong | RTS Labs |
| Logistics and supply-chain models for mid-size US companies. | Limited | Strong | RTS Labs |
Verdict: Neurons Lab vs RTS Labs
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.
RTS Labs (3.8/5) is worth a look if you need logistics and supply-chain models for mid-size US companies. If your situation matches that, RTS Labs is a competitive option.
Related comparisons
Neurons Lab vs RTS Labs FAQ
Is Neurons Lab better than RTS Labs?
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. RTS Labs's strongest advantage: a $5,000+ Clutch minimum is the lowest entry point reviewed here.
How do Neurons Lab and RTS Labs differ in pricing?
Neurons Lab's pricing: project fees; rates not published with a minimum engagement of $100,000+ (Clutch). RTS Labs's pricing: $25–$49/hr (Clutch band); fixed-scope proofs of concept with a minimum engagement of $5,000+ (Clutch). 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 RTS Labs?
RTS Labs 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 RTS Labs?
Neurons Lab's primary differentiator is: financial-services AI strategy from an AWS Machine Learning Competency partner that builds the prototypes. RTS Labs's primary differentiator is: the lowest entry point reviewed here, with feasibility proofs in place of strategy decks. They also differ in team size (50–100 vs 100+), minimum engagement ($100,000+ (Clutch) vs $5,000+ (Clutch)), and primary industries served (Banking, Insurance vs Logistics, Financial services).
Verify all details directly with each consultant before making a decision.