HYS Enterprise vs DataRoot Labs: full comparison for 2026
Quick verdict
HYS Enterprise (3.9/5) edges ahead of DataRoot Labs (3.9/5) overall. HYS Enterprise is the better choice for EU clients wanting Netherlands-based AI advisory with Poland delivery. DataRoot Labs is the stronger option for startups needing applied AI research capacity. The right choice depends on your project size, budget, and required tech stack.
HYS Enterprise vs DataRoot Labs: head-to-head summary
| Criterion | HYS Enterprise | DataRoot Labs |
|---|---|---|
| Founded | 2007 | 2016 |
| HQ | Amsterdam, Netherlands | Kyiv, Ukraine |
| Team size | 213 | 11-50 |
| Rating | 3.9 / 5 | 3.9 / 5 |
| Primary differentiator | An Amsterdam legal entity with an Eastern European delivery hub for EU-based contracting | A research-oriented engagement style built for startup speed, not enterprise procurement |
| Pricing model | Fixed project or dedicated team | Dedicated team or fixed project |
| Min. engagement | Not disclosed | Not disclosed |
| Primary tech stack | Python, AWS, Azure | Python, PyTorch, scikit-learn |
| Industries served | Fintech, Healthcare, Retail & e-commerce | Healthtech, Fintech, Retail & e-commerce |
HYS Enterprise vs DataRoot Labs: overview
HYS Enterprise
HYS Enterprise was founded in 2007 and is headquartered in Amsterdam, with its main development hub staffed by engineers across Eastern Europe based in Poland. As of mid-2026 the company reported 213 employees. It operates as an IT consulting and software development agency broadly, with AI advisory delivered as an extension of that general practice rather than a dedicated unit.
DataRoot Labs
DataRoot Labs runs out of Kyiv and has focused on applied data science research since founding in 2016. Public staff counts vary widely, from about 11 to nearly 200, likely a function of how contractors get counted differently across trackers. Its work centers on machine learning models, computer vision pipelines, and hands-on AI research and development for startups that need real research capability and technical AI advisory without hiring a full internal team.
Services and capabilities: HYS Enterprise vs DataRoot Labs
| Capability | HYS Enterprise | DataRoot Labs |
|---|---|---|
| AI strategy consulting | ✓ | ✓ |
| Generative AI | ✗ | ✗ |
| Machine learning | ✓ | ✓ |
| Data engineering | ✗ | ✓ |
| MLOps | ✗ | ✗ |
| Fixed-price projects | ✓ | ✓ |
| Dedicated team model | ✓ | ✓ |
Tech stack comparison: HYS Enterprise vs DataRoot Labs
| Framework / platform | HYS Enterprise | DataRoot Labs |
|---|---|---|
| Python | ✓ | ✓ |
| AWS | ✓ | ✓ |
| Azure | ✓ | N/A |
| Google Cloud | N/A | N/A |
| Kubernetes | N/A | N/A |
| LangChain | N/A | N/A |
| PyTorch | N/A | ✓ |
Pricing comparison: HYS Enterprise vs DataRoot Labs
| Criterion | HYS Enterprise | DataRoot Labs |
|---|---|---|
| Minimum engagement | Not disclosed | Not disclosed |
| Engagement models | Fixed project, Dedicated team | Dedicated team, Fixed project |
| Rate transparency | Not public | Not public |
| Price tier | Mid-market | Mid-market |
Target audience comparison: HYS Enterprise vs DataRoot Labs
| Dimension | HYS Enterprise | DataRoot Labs |
|---|---|---|
| Best company size | Startup to mid-market | Startup to mid-market |
| Best industries | Fintech, Healthcare, Retail & e-commerce | Healthtech, Fintech, Retail & e-commerce |
| Best use cases | Getting EU-based contracting terms with Eastern European delivery costs., Running a general IT advisory engagement that includes an AI strategy component. | Getting an independent AI strategy assessment ahead of a seed round., Bringing in dedicated research capacity for a specific AI question a small team can't resolve alone. |
| Typical project type | Fixed project | Dedicated team |
HYS Enterprise vs DataRoot Labs: pros and cons
| HYS Enterprise | |
|---|---|
| + | An Amsterdam headquarters simplifies EU-based contracting and data residency conversations. |
| + | An Eastern European delivery hub keeps costs lower than a fully Western European team. |
| + | Nearly two decades of IT advisory experience. |
| + | A consistent, precisely reported headcount (213) rather than a wide estimated range. |
| - | AI advisory is delivered as an extension of general IT consulting rather than a dedicated practice |
| - | A smaller team than most enterprise-scale agencies on this list limits very large program capacity |
| DataRoot Labs | |
|---|---|
| + | A research culture suits startups needing genuine experimentation over templated builds. |
| + | A small team keeps direct communication between founders and the engineers doing the work. |
| + | Kyiv's talent pool offers strong ML fundamentals at lower cost than US or Western European teams. |
| + | Named computer vision projects back up the agency's stated specialty. |
| - | Employee counts differ substantially across public sources, making capacity hard to verify |
| - | Little public evidence of enterprise-scale delivery experience |
Who should choose HYS Enterprise?
A typical fit: getting EU-based contracting terms with Eastern European delivery costs.
An Amsterdam legal entity with an Eastern European delivery hub for EU-based contracting. Minimum engagement is not publicly disclosed. Works best with clients in Fintech, Healthcare, Retail & e-commerce.
Who should choose DataRoot Labs?
A typical fit: getting an independent AI strategy assessment ahead of a seed round.
A research-oriented engagement style built for startup speed, not enterprise procurement. Minimum engagement is not publicly disclosed. Works best with clients in Healthtech, Fintech, Retail & e-commerce.
Decision matrix: HYS Enterprise vs DataRoot Labs
| Your situation | Recommended choice |
|---|---|
| You need full-ownership delivery on a defined project scope | HYS Enterprise |
| You need a large dedicated team for an ongoing programme | HYS Enterprise |
| Your budget is at the lower end | Compare: HYS Enterprise (Not disclosed) vs DataRoot Labs (Not disclosed) |
| You need specialist depth in a specific vertical | HYS Enterprise |
| You need staff augmentation or team extension | Neither; consider alternatives that offer staff aug |
| You need consulting before committing to a build | HYS Enterprise |
Use case fit: HYS Enterprise vs DataRoot Labs
| Use case | HYS Enterprise fit | DataRoot Labs fit | Winner |
|---|---|---|---|
| Getting EU-based contracting terms with Eastern European delivery costs. | Strong | Strong | Both equally |
| Running a general IT advisory engagement that includes an AI strategy component. | Strong | Limited | HYS Enterprise |
| Getting an independent AI strategy assessment ahead of a seed round. | Strong | Strong | Both equally |
| Bringing in dedicated research capacity for a specific AI question a small team can't resolve alone. | Limited | Strong | DataRoot Labs |
| Fixed-price project | Limited | Limited | Both equally |
| Dedicated team model | Limited | Strong | DataRoot Labs |
Verdict: HYS Enterprise vs DataRoot Labs
HYS Enterprise (3.9/5) is the stronger overall choice for most AI Consulting projects. An Amsterdam legal entity with an Eastern European delivery hub for EU-based contracting.
DataRoot Labs (3.9/5) is worth a look if you need bringing in dedicated research capacity for a specific AI question a small team can't resolve alone. If your situation matches that, DataRoot Labs is a competitive option.
Related comparisons
HYS Enterprise vs DataRoot Labs FAQ
Is HYS Enterprise better than DataRoot Labs?
HYS Enterprise (3.9/5) scores higher overall, but "better" depends on your use case. HYS Enterprise's strongest advantage: an Amsterdam headquarters simplifies EU-based contracting and data residency conversations. DataRoot Labs's strongest advantage: a research culture suits startups needing genuine experimentation over templated builds.
How do HYS Enterprise and DataRoot Labs differ in pricing?
HYS Enterprise uses fixed project or dedicated team pricing. DataRoot Labs uses dedicated team or fixed project pricing. Neither firm publishes a full rate card; a discovery call is required for project-specific quotes.
Which is better for enterprise: HYS Enterprise or DataRoot Labs?
DataRoot Labs 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 HYS Enterprise and DataRoot Labs?
HYS Enterprise's primary differentiator is: an Amsterdam legal entity with an Eastern European delivery hub for EU-based contracting. DataRoot Labs's primary differentiator is: a research-oriented engagement style built for startup speed, not enterprise procurement. They also differ in team size (213 vs 11-50), minimum engagement (Not disclosed vs Not disclosed), and primary industries served (Fintech, Healthcare vs Healthtech, Fintech).
Verify all details directly with each agency before making a decision.