Andersen vs Markovate: full comparison for 2026
Quick verdict
Andersen (4.2/5) edges ahead of Markovate (3.9/5) overall. Andersen is the better choice for european enterprises wanting AI paired with broad EU-based platform engineering. Markovate is the stronger option for US founders wanting an AI-only product partner. The right choice depends on your project size, budget, and required tech stack.
Andersen vs Markovate: head-to-head summary
| Criterion | Andersen | Markovate |
|---|---|---|
| Founded | 2007 | 2015 |
| HQ | Warsaw, Poland | San Francisco, United States |
| Team size | 3,500+ | 51-200 |
| Rating | 4.2 / 5 | 3.9 / 5 |
| Primary differentiator | 3,500-plus specialists across 20 mostly-European offices with a named AI and data practice | AI-exclusive focus dating to 2015, based entirely in the US |
| Pricing model | Dedicated team or retainer | Fixed project or dedicated team |
| Min. engagement | Not disclosed | Not disclosed |
| Primary tech stack | Python, .NET, Java | Python, PyTorch, OpenAI API |
| Industries served | Financial services, Healthcare, Logistics, Automotive | Fintech, Healthcare, Retail & e-commerce, Logistics |
Andersen vs Markovate: overview
Andersen
Andersen was founded in 2007 and is headquartered in Warsaw, Poland, an EU member state, with more than 3,500 specialists across 20 office locations and 16 development centers, many within Europe. Its named AI and data practice covers AI consulting, machine learning, data engineering, and robotic process integration, alongside a broader stack spanning .NET, Java, Python, PHP, and Go. Industries served include financial services, healthcare, logistics, automotive, and media across European and global clients.
Markovate
Markovate has run as an AI-only agency out of San Francisco since 2015, with a team in the 51-200 range under co-founder Rajeev Sharma. Its decade of case studies has stayed centered on generative AI and machine learning product work, entirely from a US base with no reported European delivery presence.
Services and capabilities: Andersen vs Markovate
| Capability | Andersen | Markovate |
|---|---|---|
| Generative AI | ✗ | ✓ |
| Machine learning | ✓ | ✓ |
| AI agents | ✗ | ✓ |
| MLOps | ✗ | ✗ |
| AI consulting | ✓ | ✗ |
| Fixed-price projects | ✗ | ✓ |
| Dedicated team model | ✓ | ✓ |
Tech stack comparison: Andersen vs Markovate
| Framework / platform | Andersen | Markovate |
|---|---|---|
| Python | ✓ | ✓ |
| AWS | ✓ | ✓ |
| Azure | ✓ | N/A |
| OpenAI API | N/A | ✓ |
| TensorFlow | N/A | N/A |
| PyTorch | N/A | ✓ |
| Kubernetes | N/A | N/A |
Pricing comparison: Andersen vs Markovate
| Criterion | Andersen | Markovate |
|---|---|---|
| Minimum engagement | Not disclosed | Not disclosed |
| Engagement models | Dedicated team, Retainer | Fixed project, Dedicated team |
| Rate transparency | Not public | Not public |
| Price tier | Mid-market | Mid-market |
Target audience comparison: Andersen vs Markovate
| Dimension | Andersen | Markovate |
|---|---|---|
| Best company size | Startup to mid-market | Startup to mid-market |
| Best industries | Financial services, Healthcare, Logistics | Fintech, Healthcare, Retail & e-commerce |
| Best use cases | Running an AI initiative for an EU enterprise that needs to plug into an existing multi-technology stack., Adding robotic process integration alongside an AI project for a European manufacturing client. | Turning a generative AI concept into a shipped product with a small, senior US-based team., Getting a fast generative AI prototype built before deciding on an in-house hire. |
| Typical project type | Dedicated team | Fixed project |
Andersen vs Markovate: pros and cons
| Andersen | |
|---|---|
| + | Warsaw headquarters puts the legal entity inside the EU, simplifying contracting for European buyers. |
| + | Large European footprint (20 offices, 16 development centers) supports concurrent enterprise programs. |
| + | Named AI and data practice, not a generic add-on to broader software services. |
| + | Vertical coverage spans financial services, healthcare, logistics, and automotive across Europe. |
| - | AI is one practice area within a much larger, multi-stack engineering business |
| - | Scale typically means a more formal sales and onboarding process than boutique firms |
| Markovate | |
|---|---|
| + | Ten years of AI-only positioning predates most competitors' generative AI pivot. |
| + | Based in San Francisco, close to the model providers it integrates most often. |
| + | Willing to take direct founder calls rather than routing through account management layers. |
| + | Case studies describe shipped generative AI products rather than proof-of-concept demos. |
| - | No reported European office or delivery presence |
| - | Team size limits how many large concurrent engagements the agency can realistically run |
Who should choose Andersen?
A typical fit: running an AI initiative for an EU enterprise that needs to plug into an existing multi-technology stack.
3,500-plus specialists across 20 mostly-European offices with a named AI and data practice. Minimum engagement is not publicly disclosed. Works best with clients in Financial services, Healthcare, Logistics, Automotive.
Who should choose Markovate?
A typical fit: turning a generative AI concept into a shipped product with a small, senior US-based team.
AI-exclusive focus dating to 2015, based entirely in the US. Minimum engagement is not publicly disclosed. Works best with clients in Fintech, Healthcare, Retail & e-commerce, Logistics.
Decision matrix: Andersen vs Markovate
| Your situation | Recommended choice |
|---|---|
| You need full-ownership delivery on a defined project scope | Markovate |
| You need a large dedicated team for an ongoing programme | Andersen |
| Your budget is at the lower end | Compare: Andersen (Not disclosed) vs Markovate (Not disclosed) |
| You need specialist depth in a specific vertical | Andersen |
| You need staff augmentation or team extension | Neither; consider alternatives that offer staff aug |
| You need consulting before committing to a build | Andersen |
Use case fit: Andersen vs Markovate
| Use case | Andersen fit | Markovate fit | Winner |
|---|---|---|---|
| Running an AI initiative for an EU enterprise that needs to plug into an existing multi-technology stack. | Strong | Limited | Andersen |
| Adding robotic process integration alongside an AI project for a European manufacturing client. | Strong | Limited | Andersen |
| Turning a generative AI concept into a shipped product with a small, senior US-based team. | Limited | Strong | Markovate |
| Getting a fast generative AI prototype built before deciding on an in-house hire. | Limited | Strong | Markovate |
| Fixed-price build | Limited | Limited | Both equally |
| Staff augmentation | Limited | Limited | Both equally |
Verdict: Andersen vs Markovate
Andersen (4.2/5) is the stronger overall choice for most AI Development projects. 3,500-plus specialists across 20 mostly-European offices with a named AI and data practice.
Markovate (3.9/5) is worth a look if you need getting a fast generative AI prototype built before deciding on an in-house hire. If your situation matches that, Markovate is a competitive option.
Related comparisons
Andersen vs Markovate FAQ
Is Andersen better than Markovate?
Andersen (4.2/5) scores higher overall, but "better" depends on your use case. Andersen's strongest advantage: warsaw headquarters puts the legal entity inside the EU, simplifying contracting for European buyers. Markovate's strongest advantage: ten years of AI-only positioning predates most competitors' generative AI pivot.
How do Andersen and Markovate differ in pricing?
Andersen uses dedicated team or retainer pricing. Markovate uses fixed project or dedicated team pricing. Neither firm publishes a full rate card; a discovery call is required for project-specific quotes.
Which is better for enterprise: Andersen or Markovate?
Markovate 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 Andersen and Markovate?
Andersen's primary differentiator is: 3,500-plus specialists across 20 mostly-European offices with a named AI and data practice. Markovate's primary differentiator is: AI-exclusive focus dating to 2015, based entirely in the US. They also differ in team size (3,500+ vs 51-200), minimum engagement (Not disclosed vs Not disclosed), and primary industries served (Financial services, Healthcare vs Fintech, Healthcare).
Verify all details directly with each company before making a decision.