Neurons Lab vs Andersen: full comparison for 2026
Last updated: July 2026
Quick verdict
Neurons Lab (4.9/5) edges ahead of Andersen (3.7/5) overall. Neurons Lab is the better choice for enterprises that need a senior AI advisory team to scope and ship a production ML system, not a staffing pool.. Andersen is the stronger option for enterprises wanting AI consulting bundled with a very broad general software-engineering practice (.NET, Java, mobile, etc.).. The right choice depends on your project size, budget, and required tech stack.
Neurons Lab vs Andersen: head-to-head summary
| Criterion | Neurons Lab | Andersen |
|---|---|---|
| Founded | 2019 | 2007 |
| HQ | London, United Kingdom | Warsaw, Poland |
| Team size | 51–200 | 3,600+ |
| Rating | 4.9 / 5 | 3.7 / 5 |
| Best for | Enterprises that need a senior AI advisory team to scope and ship a production ML system, not a staffing pool. | Enterprises wanting AI consulting bundled with a very broad general software-engineering practice (.NET, Java, mobile, etc.). |
| Pricing model | Time & materials, fixed-scope advisory sprints | Time & materials, dedicated team |
| Min. engagement | Not published | Not published |
| Primary tech stack | PyTorch, Hugging Face, LangChain | Python, .NET, Java |
| Industries served | FinTech, Healthcare, Manufacturing, Media & Entertainment, Insurance | FinTech, Healthcare, Retail & E-commerce, Manufacturing |
Neurons Lab vs Andersen: overview
Neurons Lab
Neurons Lab is an AI consultancy co-founded in 2019 by Igor Sydorenko and Alex Honchar, headquartered in London. The firm runs end-to-end engagements — from identifying high-impact AI applications through integration and scaling — and reports more than one hundred AI implementations since founding, including work for Fortune 500 firms (per company website; independently unverifiable). Its small, senior-heavy team structure keeps engagements tightly scoped rather than staffed with junior benches.
Andersen
Andersen was founded in 2007 by Alexandr Khomich, with Alexandr Orlov as co-founder/CTO and Alexandr Grigoryev as CEO, and is headquartered in Warsaw, Poland with additional presence in Krakow. The company employs more than 3,600 in-house developers, QA engineers, business analysts, designers, project managers, DevOps, and security specialists across 20 office locations and 16 development centers, with a technology stack spanning .NET, Java, Python, PHP, Go, mobile, and front-end frameworks alongside AI consulting, machine learning, and data engineering. Its AI/data practice sits within a much broader general software-engineering portfolio.
Services and capabilities: Neurons Lab vs Andersen
| Capability | Neurons Lab | Andersen |
|---|---|---|
| Custom ML Models | ✓ | ✓ |
| Computer Vision | ✗ | ✗ |
| NLP | ✗ | ✗ |
| MLOps | ✓ | ✗ |
| Generative AI | ✓ | ✗ |
| AI Consulting | ✓ | ✓ |
Tech stack comparison: Neurons Lab vs Andersen
| Framework / platform | Neurons Lab | Andersen |
|---|---|---|
| TensorFlow | N/A | N/A |
| PyTorch | ✓ | N/A |
| AWS | ✓ | ✓ |
| Azure | ✓ | ✓ |
| Google Cloud | N/A | N/A |
| LangChain | ✓ | N/A |
| Hugging Face | ✓ | N/A |
| Kubernetes | N/A | N/A |
Pricing comparison: Neurons Lab vs Andersen
| Criterion | Neurons Lab | Andersen |
|---|---|---|
| Minimum engagement | Not published | Not published |
| Engagement models | Fixed-scope advisory, Dedicated team, Retainer | Dedicated team, Time & materials, Staff augmentation |
| Rate transparency | Not public | Not public |
| Price tier | Mid-market | Mid-market |
Target audience comparison: Neurons Lab vs Andersen
| Dimension | Neurons Lab | Andersen |
|---|---|---|
| Best company size | Startup to mid-market | Startup to mid-market |
| Best industries | FinTech, Healthcare, Manufacturing | FinTech, Healthcare, Retail & E-commerce |
| Best use cases | Enterprise wants an outside technical opinion before committing budget to an AI initiative., Mid-market company needs a senior AI team to take a use case from prototype to production. | Enterprise wants AI consulting bundled with broad general software engineering (.NET, Java, mobile) from one vendor., Company needs a large, multi-language development team where AI/ML is one of several needed capabilities. |
| Typical project type | Fixed-scope advisory | Dedicated team |
Neurons Lab vs Andersen: pros and cons
| Neurons Lab | |
|---|---|
| + | Founders are practicing ML engineers (CTO is a published deep learning author), so scoping conversations are technically grounded. |
| + | Small team size means senior staff stay on the engagement instead of rotating off after the pitch. |
| + | Track record spans over 100 AI implementations across regulated and non-regulated sectors since 2019. |
| + | Advisory-first model reduces the risk of over-building before validating an AI use case. |
| - | 51–200 headcount caps how many concurrent enterprise engagements the firm can run. |
| - | No public case study library with quantified before/after metrics — most proof points are narrative. |
| - | Not a fit for teams that need large-scale staff augmentation rather than a scoped advisory engagement. |
| Andersen | |
|---|---|
| + | 3,600+ in-house experts across 20 office locations and 16 development centers gives it substantial delivery flexibility. |
| + | 17 years of company history (since 2007) with a broad, multi-language technology stack beyond AI alone. |
| + | AI-powered robotic integration line suggests genuine applied AI work beyond pure software consulting. |
| - | AI consulting and ML are a smaller practice within a much broader general software-engineering portfolio (.NET, Java, PHP, Go, mobile). |
| - | Reported HQ city varies between Warsaw and Krakow across sources — confirm the primary contracting entity. |
| - | At 3,600+ employees, clients should confirm they're assigned a genuinely AI-specialized pod, not general developers relabeled for the engagement. |
Who should choose Neurons Lab?
Neurons Lab is the right choice for enterprises that need a senior AI advisory team to scope and ship a production ML system, not a staffing pool..
Founder-led AI strategy-to-production consultancy with no junior-heavy delivery layer.. Minimum engagement starts at Not published. Works best with clients in FinTech, Healthcare, Manufacturing, Media & Entertainment, Insurance.
Who should choose Andersen?
Andersen is the right choice for enterprises wanting AI consulting bundled with a very broad general software-engineering practice (.NET, Java, mobile, etc.)..
3,600+ in-house experts across 20 office locations, giving it exceptional breadth across programming languages and delivery models.. Minimum engagement starts at Not published. Works best with clients in FinTech, Healthcare, Retail & E-commerce, Manufacturing.
Decision matrix: Neurons Lab vs Andersen
| Your situation | Recommended choice |
|---|---|
| You need full-ownership delivery on a defined project scope | Neurons Lab |
| You need a large dedicated team for an ongoing programme | Neurons Lab |
| Your budget is at the lower end | Compare: Neurons Lab (Not published) vs Andersen (Not published) |
| You need specialist depth in a specific vertical | Neurons Lab |
| You need production MLOps support after model launch | Neurons Lab |
| You need consulting before committing to a build | Neurons Lab |
Use case fit: Neurons Lab vs Andersen
| Use case | Neurons Lab fit | Andersen fit | Winner |
|---|---|---|---|
| Enterprise wants an outside technical opinion before committing budget to an AI initiative. | Strong | Strong | Both equally |
| Mid-market company needs a senior AI team to take a use case from prototype to production. | Strong | Limited | Neurons Lab |
| Enterprise wants AI consulting bundled with broad general software engineering (.NET, Java, mobile) from one vendor. | Strong | Strong | Both equally |
| Company needs a large, multi-language development team where AI/ML is one of several needed capabilities. | Strong | Strong | Both equally |
| Fixed-scope ML build | Limited | Limited | Both equally |
| Ongoing model retraining | Limited | Limited | Both equally |
Verdict: Neurons Lab vs Andersen
Neurons Lab (4.9/5) is the stronger overall choice for most Machine Learning Development projects. Founder-led AI strategy-to-production consultancy with no junior-heavy delivery layer.. It is best for enterprises that need a senior AI advisory team to scope and ship a production ML system, not a staffing pool..
Andersen (3.7/5) is the better choice when enterprises wanting AI consulting bundled with a very broad general software-engineering practice (.NET, Java, mobile, etc.).. If your situation matches those criteria, Andersen is a competitive option.
Related comparisons
Neurons Lab vs Andersen FAQ
Is Neurons Lab better than Andersen?
Neurons Lab (4.9/5) scores higher overall, but "better" depends on your use case. Neurons Lab is better for enterprises that need a senior AI advisory team to scope and ship a production ML system, not a staffing pool.. Andersen is better for enterprises wanting AI consulting bundled with a very broad general software-engineering practice (.NET, Java, mobile, etc.)..
How do Neurons Lab and Andersen differ in pricing?
Neurons Lab uses time & materials, fixed-scope advisory sprints pricing with a minimum engagement of Not published. Andersen uses time & materials, dedicated team pricing with a minimum engagement of Not published. Neither firm publishes a full rate card; a discovery call is required for project-specific quotes.
Which is better for enterprise: Neurons Lab or Andersen?
Neurons Lab is the larger team and typically the better enterprise-scale choice. For very large programmes, verify team size and compliance coverage directly with each company before shortlisting.
What are the main differences between Neurons Lab and Andersen?
Neurons Lab's primary differentiator is: founder-led ai strategy-to-production consultancy with no junior-heavy delivery layer.. Andersen's primary differentiator is: 3,600+ in-house experts across 20 office locations, giving it exceptional breadth across programming languages and delivery models.. They also differ in team size (51–200 vs 3,600+), minimum engagement (Not published vs Not published), and primary industries served (FinTech, Healthcare vs FinTech, Healthcare).
Last reviewed: July 2026. Verify all details directly with each company before making a decision.