Neurons Lab vs Andersen: full comparison for 2026
Last updated: July 2026
Quick verdict
Neurons Lab (4.8/5) edges ahead of Andersen (4.0/5) overall. Neurons Lab is the better choice for enterprises in financial services or other regulated sectors that need a small, senior team to take an ML/AI system from proof of concept to production.. Andersen is the stronger option for mid-to-large enterprises wanting AI/ML and data science delivered alongside broad custom software development from a single European vendor.. 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 | 1,001–5,000 |
| Rating | 4.8 / 5 | 4.0 / 5 |
| Best for | Enterprises in financial services or other regulated sectors that need a small, senior team to take an ML/AI system from proof of concept to production. | Mid-to-large enterprises wanting AI/ML and data science delivered alongside broad custom software development from a single European vendor. |
| Pricing model | Fixed-scope engagements and dedicated team retainers | Fixed project, dedicated team, staff augmentation |
| Min. engagement | $30K | Not published |
| Primary tech stack | Python, PyTorch, TensorFlow | Python, TensorFlow, AWS |
| Industries served | Financial Services, Healthcare, Insurance, Technology/SaaS | Technology/SaaS, Retail, Manufacturing, Financial Services |
Neurons Lab vs Andersen: overview
Neurons Lab
Neurons Lab is a London-based AI engineering consultancy co-founded in 2019 by Igor Sydorenko and Alex Honchar. The firm is one of roughly 18 companies globally to hold AWS's Advanced Machine Learning Consulting Competence, and concentrates on production-grade AI systems for financial services and other regulated industries. It stays deliberately small and specialist rather than pursuing broad IT-services scale.
Andersen
Andersen (also known as Andersen Lab) is a software development company founded in 2007, headquartered in Warsaw, Poland, with development centers across Germany, the US, UK, and several other countries. Reported headcount is roughly 3,500–3,700 specialists, and the firm's services span AI, machine learning, data science, big data, and an AI-powered robotic integration line alongside broader custom software development.
Services and capabilities: Neurons Lab vs Andersen
| Capability | Neurons Lab | Andersen |
|---|---|---|
| Custom ML model development | ✓ | ✓ |
| Deep learning & computer vision | ✗ | ✗ |
| NLP & LLM / Generative AI | ✓ | ✗ |
| MLOps & production deployment | ✓ | ✗ |
| Data engineering | ✗ | ✓ |
| AI strategy consulting | ✓ | ✓ |
| Staff augmentation | ✓ | ✓ |
Tech stack comparison: Neurons Lab vs Andersen
| Framework / platform | Neurons Lab | Andersen |
|---|---|---|
| Python | ✓ | ✓ |
| TensorFlow | ✓ | ✓ |
| PyTorch | ✓ | N/A |
| AWS | ✓ | ✓ |
| Azure | N/A | ✓ |
| Google Cloud | N/A | N/A |
| Kubernetes | ✓ | N/A |
| Databricks | N/A | N/A |
| LangChain | ✓ | N/A |
Pricing comparison: Neurons Lab vs Andersen
| Criterion | Neurons Lab | Andersen |
|---|---|---|
| Minimum engagement | $30K | Not published |
| Engagement models | Fixed project, Dedicated team | Fixed project, Dedicated team, Staff augmentation |
| Rate transparency | Minimum disclosed | Not public |
| Price tier | Accessible | Enterprise / not published |
Target audience comparison: Neurons Lab vs Andersen
| Dimension | Neurons Lab | Andersen |
|---|---|---|
| Best company size | Startup to mid-market | Startup to mid-market |
| Best industries | Financial Services, Healthcare, Insurance | Technology/SaaS, Retail, Manufacturing |
| Best use cases | Building a production fraud-detection or credit-risk model for a bank or fintech, Standing up an AI governance framework alongside a specific ML deployment | Enterprises wanting AI/ML and data science alongside broader custom software development, Manufacturing clients interested in the AI-powered robotic integration line |
| Typical project type | Fixed project | Fixed project |
Neurons Lab vs Andersen: pros and cons
| Neurons Lab | |
|---|---|
| + | Rare AWS Advanced ML Consulting Competence signals deep, externally-audited technical depth |
| + | Small senior team means direct access to founders and lead engineers on most engagements |
| + | Strong specialization in regulated-industry AI deployment, including model governance |
| + | Publishes technical case studies with measurable outcomes rather than generic marketing claims |
| - | 51–200 headcount limits capacity for very large, multi-workstream enterprise programs |
| - | Narrower geographic delivery footprint than the large multinational IT firms on this list |
| - | Premium specialist pricing relative to offshore-heavy competitors |
| Andersen | |
|---|---|
| + | 18 years of operating history with 1,000+ delivered projects cited by the company |
| + | 3,500+ specialists across 10+ countries supports large, distributed engagements |
| + | AI/ML, data science, and big data are named practice areas, not an afterthought |
| + | Unusual AI-powered robotic integration line differentiates from purely software-based competitors |
| - | AI/ML sits within a broad custom-software-development portfolio rather than being the company's sole focus |
| - | Public sources list slightly different HQ addresses across time (Krakow vs. Warsaw), worth confirming current location |
| - | Minimum engagement size not publicly disclosed |
Who should choose Neurons Lab?
Neurons Lab is the right choice for enterprises in financial services or other regulated sectors that need a small, senior team to take an ML/AI system from proof of concept to production..
One of the few AI consultancies worldwide holding AWS's Advanced Machine Learning Consulting Competence.. Minimum engagement starts at $30K. Works best with clients in Financial Services, Healthcare, Insurance, Technology/SaaS.
Who should choose Andersen?
Andersen is the right choice for mid-to-large enterprises wanting AI/ML and data science delivered alongside broad custom software development from a single European vendor..
Named AI-powered robotic integration line alongside standard AI/ML and data science services.. Minimum engagement starts at Not published. Works best with clients in Technology/SaaS, Retail, Manufacturing, Financial Services.
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 ($30K) vs Andersen (Not published) |
| You need specialist depth in a specific vertical | Neurons Lab |
| You need staff augmentation or team extension | Andersen |
| 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 |
|---|---|---|---|
| Building a production fraud-detection or credit-risk model for a bank or fintech | Strong | Limited | Neurons Lab |
| Standing up an AI governance framework alongside a specific ML deployment | Strong | Limited | Neurons Lab |
| Enterprises wanting AI/ML and data science alongside broader custom software development | Limited | Strong | Andersen |
| Manufacturing clients interested in the AI-powered robotic integration line | Limited | Strong | Andersen |
| Fixed-price build | Limited | Limited | Both equally |
| Staff augmentation | Limited | Strong | Andersen |
Verdict: Neurons Lab vs Andersen
Neurons Lab (4.8/5) is the stronger overall choice for most Machine Learning Development projects. One of the few AI consultancies worldwide holding AWS's Advanced Machine Learning Consulting Competence.. It is best for enterprises in financial services or other regulated sectors that need a small, senior team to take an ML/AI system from proof of concept to production..
Andersen (4.0/5) is the better choice when mid-to-large enterprises wanting AI/ML and data science delivered alongside broad custom software development from a single European vendor.. 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 (4.8/5) scores higher overall, but "better" depends on your use case. Neurons Lab is better for enterprises in financial services or other regulated sectors that need a small, senior team to take an ML/AI system from proof of concept to production.. Andersen is better for mid-to-large enterprises wanting AI/ML and data science delivered alongside broad custom software development from a single European vendor..
How do Neurons Lab and Andersen differ in pricing?
Neurons Lab uses fixed-scope engagements and dedicated team retainers pricing with a minimum engagement of $30K. Andersen uses fixed project, dedicated team, staff augmentation 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?
Andersen is the larger team and typically the better enterprise-scale choice. For very large programmes, verify team size and compliance coverage directly with each agency before shortlisting.
What are the main differences between Neurons Lab and Andersen?
Neurons Lab's primary differentiator is: one of the few ai consultancies worldwide holding aws's advanced machine learning consulting competence.. Andersen's primary differentiator is: named ai-powered robotic integration line alongside standard ai/ml and data science services.. They also differ in team size (51–200 vs 1,001–5,000), minimum engagement ($30K vs Not published), and primary industries served (Financial Services, Healthcare vs Technology/SaaS, Retail).
Last reviewed: July 2026. Verify all details directly with each agency before making a decision.