Neurons Lab vs EPAM Systems: full comparison for 2026
Quick verdict
Neurons Lab (4.5/5) edges ahead of EPAM Systems (4.1/5) overall. Neurons Lab is the better choice for banks and insurers piloting AI agents. EPAM Systems is the stronger option for enterprises with multi-year engineering budgets. The right choice depends on your project size, budget, and required tech stack.
Neurons Lab vs EPAM Systems: head-to-head summary
| Criterion | Neurons Lab | EPAM Systems |
|---|---|---|
| Founded | 2019 | 1993 |
| HQ | London, UK | Newtown, PA, USA |
| Team size | 50–249 | 61,000+ |
| Rating | 4.5 / 5 | 4.1 / 5 |
| Primary differentiator | AWS Generative AI competency combined with a financial-services client base | Engineering capacity across Europe, India, and the Americas for long AI programs |
| Pricing model | Fixed-scope discovery and pilots, then time & materials; rates on request | Time & materials and dedicated teams; rates on request |
| Min. engagement | Not disclosed | Not disclosed |
| Primary tech stack | AWS Bedrock, Amazon SageMaker, LangChain | Azure OpenAI, AWS Bedrock, Databricks |
| Industries served | Financial services, Insurance, Healthcare | Financial services, Healthcare, Retail & e-commerce, Media, Energy |
Neurons Lab vs EPAM Systems: overview
Neurons Lab
Founded in 2019 and based in London with a second office in Singapore, Neurons Lab is a small AI consultancy of roughly 50–250 people that draws on a wider contractor network. In March 2024 it became one of the first firms to earn the AWS Generative AI competency, and it's an AWS Advanced Tier partner. Its work skews toward banks and insurers that want agents running inside existing compliance controls; HSBC and Visa appear as named clients in third-party listings (independently unverifiable). The firm is smaller than most of this list, but its regulated-industry experience is unusually concentrated for its size.
EPAM Systems
EPAM Systems was founded in 1993 and is headquartered in Newtown, Pennsylvania, with over 61,200 employees at the end of 2025. Acquisitions shaped the recent mix: NEORIS (2024) for Latin America and Iberia, and First Derivative (completed December 2024) for financial-services data. Management targets more than $600 million of AI-native revenue in 2026, after reporting over $105 million in Q4 2025. Its AI/Run tooling and Agentic QA product support large engineering programs more than single-workflow pilots.
Services and capabilities: Neurons Lab vs EPAM Systems
| Capability | Neurons Lab | EPAM Systems |
|---|---|---|
| CRM / ERP integration | ✗ | ✓ |
| LLM API gateway & cost control | ✓ | ✓ |
| Document processing | ✗ | ✗ |
| Conversational AI | ✓ | ✗ |
| Agentic workflows | ✓ | ✓ |
| Fixed-price pilot | ✗ | ✗ |
| Managed services after launch | ✗ | ✓ |
Tech stack comparison: Neurons Lab vs EPAM Systems
| Framework / platform | Neurons Lab | EPAM Systems |
|---|---|---|
| Salesforce | ✓ | N/A |
| SAP | N/A | ✓ |
| Microsoft Dynamics 365 | N/A | N/A |
| HubSpot | N/A | N/A |
| Snowflake | N/A | ✓ |
| Databricks | N/A | ✓ |
| BigQuery | N/A | N/A |
| Azure OpenAI | N/A | ✓ |
| AWS Bedrock | ✓ | ✓ |
| Zendesk | N/A | N/A |
Pricing comparison: Neurons Lab vs EPAM Systems
| Criterion | Neurons Lab | EPAM Systems |
|---|---|---|
| Minimum engagement | Not disclosed | Not disclosed |
| Engagement models | Fixed-scope project, Time & materials | Time & materials, Dedicated team, Managed services |
| Rate transparency | Not public | Not public |
| Price tier | Mid-market | Mid-market |
Target audience comparison: Neurons Lab vs EPAM Systems
| Dimension | Neurons Lab | EPAM Systems |
|---|---|---|
| Best company size | Startup to mid-market | Enterprise |
| Best industries | Financial services, Insurance, Healthcare | Financial services, Healthcare, Retail & e-commerce |
| Best use cases | An agent that prepares KYC (know your customer) case files for an analyst to approve, Claims triage assistants that read policy documents | Large data-platform programs that end in AI features, Agent development across several business units |
| Typical project type | Fixed-scope project | Time & materials |
Neurons Lab vs EPAM Systems: pros and cons
| Neurons Lab | |
|---|---|
| + | Among the earliest holders of the AWS Generative AI competency, announced March 2024. |
| + | Most case work comes from banking and insurance, where audit trails and approvals are part of the spec. |
| + | Senior consultants run delivery directly on a team this size. |
| + | AWS Public Sector Partner status since September 2024 opens government procurement routes. |
| - | Its client work is concentrated in finance, so references in manufacturing or retail are thin |
| - | Headcount figures conflict between sources, and part of the bench is contracted |
| - | No managed-service option is described for after go-live |
| EPAM Systems | |
|---|---|
| + | Engineering depth to staff many workstreams at once. |
| + | Public reporting on AI-native revenue gives a measurable view of the practice. |
| + | First Derivative added capital-markets data skills. |
| + | Agentic QA product addresses testing of AI-generated code. |
| - | Acquisition-driven growth (NEORIS, First Derivative) means teams are still being integrated |
| - | Not built for a small fixed-price pilot |
| - | Management flagged slower organic growth in 2026 guidance |
Who should choose Neurons Lab?
A typical fit: an agent that prepares KYC (know your customer) case files for an analyst to approve.
AWS Generative AI competency combined with a financial-services client base. Minimum engagement is not publicly disclosed. Works best with clients in Financial services, Insurance, Healthcare.
Who should choose EPAM Systems?
A typical fit: large data-platform programs that end in AI features.
Engineering capacity across Europe, India, and the Americas for long AI programs. Minimum engagement is not publicly disclosed. Works best with clients in Financial services, Healthcare, Retail & e-commerce, Media, Energy.
Decision matrix: Neurons Lab vs EPAM Systems
| Your situation | Recommended choice |
|---|---|
| You want a priced pilot before committing to a rollout | Neither advertises one; ask for a scoped pilot quote |
| You need someone to run and monitor the system after launch | EPAM Systems |
| Your budget is at the lower end | Compare: Neurons Lab (Not disclosed) vs EPAM Systems (Not disclosed) |
| The AI has to read and write in your CRM or ERP | EPAM Systems |
| You need multi-step agents acting across systems | Both build agentic workflows |
| You need a large team for a multi-year program | EPAM Systems |
Use case fit: Neurons Lab vs EPAM Systems
| Use case | Neurons Lab fit | EPAM Systems fit | Winner |
|---|---|---|---|
| An agent that prepares KYC (know your customer) case files for an analyst to approve | Strong | Limited | Neurons Lab |
| Claims triage assistants that read policy documents | Strong | Limited | Neurons Lab |
| Large data-platform programs that end in AI features | Limited | Strong | EPAM Systems |
| Agent development across several business units | Limited | Strong | EPAM Systems |
Verdict: Neurons Lab vs EPAM Systems
Neurons Lab (4.5/5) is the stronger overall choice for most AI Integration Services projects. AWS Generative AI competency combined with a financial-services client base.
EPAM Systems (4.1/5) is worth a look if you need agent development across several business units. If your situation matches that, EPAM Systems is a competitive option.
Related comparisons
Neurons Lab vs EPAM Systems FAQ
Is Neurons Lab better than EPAM Systems?
Neurons Lab (4.5/5) scores higher overall, but "better" depends on your use case. Neurons Lab's strongest advantage: among the earliest holders of the AWS Generative AI competency, announced March 2024. EPAM Systems's strongest advantage: engineering depth to staff many workstreams at once.
How do Neurons Lab and EPAM Systems differ in pricing?
Neurons Lab's pricing: fixed-scope discovery and pilots, then time & materials; rates on request. EPAM Systems's pricing: time & materials and dedicated teams; rates on request. 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 EPAM Systems?
EPAM Systems is the larger team and typically the better enterprise-scale choice. For very large programmes, verify team size and compliance coverage directly with each provider before shortlisting.
What are the main differences between Neurons Lab and EPAM Systems?
Neurons Lab's primary differentiator is: AWS Generative AI competency combined with a financial-services client base. EPAM Systems's primary differentiator is: engineering capacity across Europe, India, and the Americas for long AI programs. They also differ in team size (50–249 vs 61,000+), minimum engagement (Not disclosed vs Not disclosed), and primary industries served (Financial services, Insurance vs Financial services, Healthcare).
Verify all details directly with each provider before making a decision.