Tensorway vs HYS Enterprise: full comparison for 2026
Quick verdict
Tensorway (4.8/5) edges ahead of HYS Enterprise (3.9/5) overall. Tensorway is the better choice for regulated industries needing certified AI delivery. HYS Enterprise is the stronger option for EU clients wanting Netherlands-based contracting with Poland delivery. The right choice depends on your project size, budget, and required tech stack.
Tensorway vs HYS Enterprise: head-to-head summary
| Criterion | Tensorway | HYS Enterprise |
|---|---|---|
| Founded | 2019 | 2007 |
| HQ | Alicante, Spain | Amsterdam, Netherlands |
| Team size | 20-50 | 213 |
| Rating | 4.8 / 5 | 3.9 / 5 |
| Primary differentiator | Documented GDPR, HIPAA, ISO 9001, and ISO 27001 compliance on every engagement | Amsterdam legal entity with an Eastern European delivery hub for EU-based contracting |
| Pricing model | Fixed-scope project, dedicated team, or paid discovery phase | Fixed project or dedicated team |
| Min. engagement | Not disclosed | Not disclosed |
| Primary tech stack | Python, PyTorch, TensorFlow | Python, AWS, Azure |
| Industries served | Legal, Private equity & finance, E-learning, Sports & media | Fintech, Healthcare, Retail & e-commerce |
Tensorway vs HYS Enterprise: overview
Tensorway
A longer-running Alicante, Spain software house with roughly 25 years of prior delivery history spun up Tensorway as a dedicated AI unit in 2019 rather than folding AI work into its existing generalist teams. The unit stays small on purpose, roughly 20-50 deep learning architects, MLOps engineers, ML engineers, and QAs, and every engagement is documented against GDPR, HIPAA, ISO 9001, and ISO 27001 standards, a compliance bar most agencies on this list don't publish. Named work includes an agentic tutor that grades essays for an Australian e-learning company, a legal document automation agent reported at roughly 90% accuracy for a US law practice (per company website; independently unverifiable), and a deal-sourcing agent for a Swedish private equity firm.
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 delivered as an extension of its general consulting and engineering practice rather than a dedicated specialty area.
Services and capabilities: Tensorway vs HYS Enterprise
| Capability | Tensorway | HYS Enterprise |
|---|---|---|
| Generative AI | ✓ | ✗ |
| Machine learning | ✓ | ✓ |
| AI agents | ✓ | ✗ |
| MLOps | ✓ | ✗ |
| AI consulting | ✓ | ✓ |
| Fixed-price projects | ✓ | ✓ |
| Dedicated team model | ✓ | ✓ |
Tech stack comparison: Tensorway vs HYS Enterprise
| Framework / platform | Tensorway | HYS Enterprise |
|---|---|---|
| Python | ✓ | ✓ |
| PyTorch | ✓ | N/A |
| TensorFlow | ✓ | N/A |
| LangChain | ✓ | N/A |
| AWS | ✓ | ✓ |
| Azure | N/A | ✓ |
| Kubernetes | ✓ | N/A |
Pricing comparison: Tensorway vs HYS Enterprise
| Criterion | Tensorway | HYS Enterprise |
|---|---|---|
| Minimum engagement | Not disclosed | Not disclosed |
| Engagement models | Fixed project, Dedicated team, Discovery phase | Fixed project, Dedicated team |
| Rate transparency | Not public | Not public |
| Price tier | Mid-market | Mid-market |
Target audience comparison: Tensorway vs HYS Enterprise
| Dimension | Tensorway | HYS Enterprise |
|---|---|---|
| Best company size | Startup to mid-market | Startup to mid-market |
| Best industries | Legal, Private equity & finance, E-learning | Fintech, Healthcare, Retail & e-commerce |
| Best use cases | Automating a compliance-sensitive manual process in legal, finance, or healthcare., Needing an agency that documents its own compliance posture rather than just claiming it. | Getting EU-based contracting terms with Eastern European delivery costs., Running a general IT consulting engagement that includes an AI component. |
| Typical project type | Fixed project | Fixed project |
Tensorway vs HYS Enterprise: pros and cons
| Tensorway | |
|---|---|
| + | Compliance certification (GDPR, HIPAA, ISO 9001, ISO 27001) is standard, not a premium add-on. |
| + | AI-only team structure avoids the diluted focus of a generalist agency with an AI side practice. |
| + | Draws on its parent company's 25-year delivery track record without losing AI specialization. |
| + | Transfers full IP ownership to the client at project close. |
| + | Ships an initial working prototype within weeks based on documented case work. |
| - | A 20-50 person team caps parallel capacity for very large enterprise rollouts |
| - | Case studies published so far lean toward early-production scale, not massive deployments |
| HYS Enterprise | |
|---|---|
| + | Amsterdam headquarters simplifies EU-based contracting and data residency conversations. |
| + | Eastern European delivery hub keeps costs lower than a fully Western European team. |
| + | Nearly two decades of IT consulting experience. |
| + | Consistent, precisely reported headcount (213) rather than a wide estimated range. |
| - | AI is delivered as an extension of general IT consulting rather than a dedicated practice |
| - | Smaller team than most enterprise-scale agencies on this list, limiting very large program capacity |
Who should choose Tensorway?
A typical fit: automating a compliance-sensitive manual process in legal, finance, or healthcare.
Documented GDPR, HIPAA, ISO 9001, and ISO 27001 compliance on every engagement. Minimum engagement is not publicly disclosed. Works best with clients in Legal, Private equity & finance, E-learning, Sports & media.
Who should choose HYS Enterprise?
A typical fit: getting EU-based contracting terms with Eastern European delivery costs.
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.
Decision matrix: Tensorway vs HYS Enterprise
| Your situation | Recommended choice |
|---|---|
| You need full-ownership delivery on a defined project scope | Tensorway |
| You need a large dedicated team for an ongoing programme | Tensorway |
| Your budget is at the lower end | Compare: Tensorway (Not disclosed) vs HYS Enterprise (Not disclosed) |
| You need specialist depth in a specific vertical | Tensorway |
| You need staff augmentation or team extension | Neither; consider alternatives that offer staff aug |
| You need consulting before committing to a build | Tensorway |
Use case fit: Tensorway vs HYS Enterprise
| Use case | Tensorway fit | HYS Enterprise fit | Winner |
|---|---|---|---|
| Automating a compliance-sensitive manual process in legal, finance, or healthcare. | Strong | Limited | Tensorway |
| Needing an agency that documents its own compliance posture rather than just claiming it. | Strong | Limited | Tensorway |
| Getting EU-based contracting terms with Eastern European delivery costs. | Limited | Strong | HYS Enterprise |
| Running a general IT consulting engagement that includes an AI component. | Limited | Strong | HYS Enterprise |
| Fixed-price build | Limited | Limited | Both equally |
| Staff augmentation | Limited | Limited | Both equally |
Verdict: Tensorway vs HYS Enterprise
Tensorway (4.8/5) is the stronger overall choice for most AI Development projects. Documented GDPR, HIPAA, ISO 9001, and ISO 27001 compliance on every engagement.
HYS Enterprise (3.9/5) is worth a look if you need running a general IT consulting engagement that includes an AI component. If your situation matches that, HYS Enterprise is a competitive option.
Related comparisons
Tensorway vs HYS Enterprise FAQ
Is Tensorway better than HYS Enterprise?
Tensorway (4.8/5) scores higher overall, but "better" depends on your use case. Tensorway's strongest advantage: compliance certification (GDPR, HIPAA, ISO 9001, ISO 27001) is standard, not a premium add-on. HYS Enterprise's strongest advantage: amsterdam headquarters simplifies EU-based contracting and data residency conversations.
How do Tensorway and HYS Enterprise differ in pricing?
Tensorway uses fixed-scope project, dedicated team, or paid discovery phase pricing. HYS Enterprise 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: Tensorway or HYS Enterprise?
Tensorway 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 Tensorway and HYS Enterprise?
Tensorway's primary differentiator is: documented GDPR, HIPAA, ISO 9001, and ISO 27001 compliance on every engagement. HYS Enterprise's primary differentiator is: amsterdam legal entity with an Eastern European delivery hub for EU-based contracting. They also differ in team size (20-50 vs 213), minimum engagement (Not disclosed vs Not disclosed), and primary industries served (Legal, Private equity & finance vs Fintech, Healthcare).
Verify all details directly with each agency before making a decision.