Andersen vs MobiDev: full comparison for 2026
Last updated: July 2026
Quick verdict
MobiDev (4.2/5) edges ahead of Andersen (4.0/5) overall. MobiDev is the better choice for retail, hospitality, and health/fitness companies wanting a mid-size firm with a proven, product-specific AI/ML delivery track record.. 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.
Andersen vs MobiDev: head-to-head summary
| Criterion | Andersen | MobiDev |
|---|---|---|
| Founded | 2007 | 2009 |
| HQ | Warsaw, Poland | Atlanta, Georgia, USA |
| Team size | 1,001–5,000 | 201–500 |
| Rating | 4.0 / 5 | 4.2 / 5 |
| Best for | Mid-to-large enterprises wanting AI/ML and data science delivered alongside broad custom software development from a single European vendor. | Retail, hospitality, and health/fitness companies wanting a mid-size firm with a proven, product-specific AI/ML delivery track record. |
| Pricing model | Fixed project, dedicated team, staff augmentation | Fixed project and dedicated team |
| Min. engagement | Not published | $20K |
| Primary tech stack | Python, TensorFlow, AWS | Python, TensorFlow, OpenCV |
| Industries served | Technology/SaaS, Retail, Manufacturing, Financial Services | Retail, Hospitality, Health & Fitness, Sports |
Andersen vs MobiDev: overview
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.
MobiDev
MobiDev is a custom software development company founded in 2009, headquartered in Atlanta, Georgia, with R&D centers in Lodz, Poland and Chernivtsi, Ukraine, and roughly 290–400 engineers. CEO Oleg Lola initiated a dedicated AI/ML practice in 2018, and the company has since delivered more than 65 AI/ML products, concentrated in retail, hospitality, fitness, sports, and health/wellness.
Services and capabilities: Andersen vs MobiDev
| Capability | Andersen | MobiDev |
|---|---|---|
| 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: Andersen vs MobiDev
| Framework / platform | Andersen | MobiDev |
|---|---|---|
| Python | ✓ | ✓ |
| TensorFlow | ✓ | ✓ |
| PyTorch | N/A | N/A |
| AWS | ✓ | ✓ |
| Azure | ✓ | N/A |
| Google Cloud | N/A | N/A |
| Kubernetes | N/A | N/A |
| Databricks | N/A | N/A |
| LangChain | N/A | N/A |
Pricing comparison: Andersen vs MobiDev
| Criterion | Andersen | MobiDev |
|---|---|---|
| Minimum engagement | Not published | $20K |
| Engagement models | Fixed project, Dedicated team, Staff augmentation | Fixed project, Dedicated team |
| Rate transparency | Not public | Minimum disclosed |
| Price tier | Enterprise / not published | Accessible |
Target audience comparison: Andersen vs MobiDev
| Dimension | Andersen | MobiDev |
|---|---|---|
| Best company size | Startup to mid-market | Startup to mid-market |
| Best industries | Technology/SaaS, Retail, Manufacturing | Retail, Hospitality, Health & Fitness |
| Best use cases | Enterprises wanting AI/ML and data science alongside broader custom software development, Manufacturing clients interested in the AI-powered robotic integration line | Retail or hospitality companies wanting computer-vision or recommendation features built into an existing product, Health and fitness apps needing an ML-driven personalization or tracking feature |
| Typical project type | Fixed project | Fixed project |
Andersen vs MobiDev: pros and cons
| 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 |
| MobiDev | |
|---|---|
| + | 65+ delivered AI/ML products gives a concrete, countable delivery track record rather than general marketing claims |
| + | Deliberate AI/ML practice build-out since 2018, rather than a very recent pivot |
| + | Named vertical concentration (retail, hospitality, fitness, health) supports domain-specific product experience |
| + | Mid-size team (290–400) balances specialist focus with real delivery capacity |
| - | Narrower industry focus than horizontal AI consultancies serving finance, healthcare, and manufacturing broadly |
| - | Smaller scale than the large enterprise IT firms on this list, limiting very large multi-team programs |
| - | AI/ML sits alongside a broader general custom-software-development practice |
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.
Who should choose MobiDev?
MobiDev is the right choice for retail, hospitality, and health/fitness companies wanting a mid-size firm with a proven, product-specific AI/ML delivery track record..
65+ delivered AI/ML products concentrated in retail, hospitality, fitness, and health/wellness verticals.. Minimum engagement starts at $20K. Works best with clients in Retail, Hospitality, Health & Fitness, Sports.
Decision matrix: Andersen vs MobiDev
| Your situation | Recommended choice |
|---|---|
| You need full-ownership delivery on a defined project scope | Andersen |
| You need a large dedicated team for an ongoing programme | Andersen |
| Your budget is at the lower end | Compare: Andersen (Not published) vs MobiDev ($20K) |
| You need specialist depth in a specific vertical | Andersen |
| You need staff augmentation or team extension | Andersen |
| You need consulting before committing to a build | Andersen |
Use case fit: Andersen vs MobiDev
| Use case | Andersen fit | MobiDev fit | Winner |
|---|---|---|---|
| Enterprises wanting AI/ML and data science alongside broader custom software development | Strong | Limited | Andersen |
| Manufacturing clients interested in the AI-powered robotic integration line | Strong | Limited | Andersen |
| Retail or hospitality companies wanting computer-vision or recommendation features built into an existing product | Limited | Strong | MobiDev |
| Health and fitness apps needing an ML-driven personalization or tracking feature | Limited | Strong | MobiDev |
| Fixed-price build | Limited | Limited | Both equally |
| Staff augmentation | Strong | Limited | Andersen |
Verdict: Andersen vs MobiDev
MobiDev (4.2/5) is the stronger overall choice for most Machine Learning Development projects. 65+ delivered AI/ML products concentrated in retail, hospitality, fitness, and health/wellness verticals.. It is best for retail, hospitality, and health/fitness companies wanting a mid-size firm with a proven, product-specific AI/ML delivery track record..
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
Andersen vs MobiDev FAQ
Is Andersen better than MobiDev?
MobiDev (4.2/5) scores higher overall, but "better" depends on your use case. 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.. MobiDev is better for retail, hospitality, and health/fitness companies wanting a mid-size firm with a proven, product-specific AI/ML delivery track record..
How do Andersen and MobiDev differ in pricing?
Andersen uses fixed project, dedicated team, staff augmentation pricing with a minimum engagement of Not published. MobiDev uses fixed project and dedicated team pricing with a minimum engagement of $20K. Neither firm publishes a full rate card; a discovery call is required for project-specific quotes.
Which is better for enterprise: Andersen or MobiDev?
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 Andersen and MobiDev?
Andersen's primary differentiator is: named ai-powered robotic integration line alongside standard ai/ml and data science services.. MobiDev's primary differentiator is: 65+ delivered ai/ml products concentrated in retail, hospitality, fitness, and health/wellness verticals.. They also differ in team size (1,001–5,000 vs 201–500), minimum engagement (Not published vs $20K), and primary industries served (Technology/SaaS, Retail vs Retail, Hospitality).
Last reviewed: July 2026. Verify all details directly with each agency before making a decision.