Debut Infotech vs HYS Enterprise: full comparison for 2026
Quick verdict
Debut Infotech (3.9/5) edges ahead of HYS Enterprise (3.9/5) overall. Debut Infotech is the better choice for mobile-first products needing AI features added on. 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.
Debut Infotech vs HYS Enterprise: head-to-head summary
| Criterion | Debut Infotech | HYS Enterprise |
|---|---|---|
| Founded | 2011 | 2007 |
| HQ | Mohali, India | Amsterdam, Netherlands |
| Team size | 120-200 | 213 |
| Rating | 3.9 / 5 | 3.9 / 5 |
| Primary differentiator | Mobile and digital product development background with AI layered on top | Amsterdam legal entity with an Eastern European delivery hub for EU-based contracting |
| Pricing model | Fixed project or dedicated team | Fixed project or dedicated team |
| Min. engagement | Not disclosed | Not disclosed |
| Primary tech stack | Python, React Native, AWS | Python, AWS, Azure |
| Industries served | Retail & e-commerce, Healthcare, Fintech | Fintech, Healthcare, Retail & e-commerce |
Debut Infotech vs HYS Enterprise: overview
Debut Infotech
Debut Infotech has run out of Mohali, Punjab since 2011, with employee counts reported between roughly 120 and 200 depending on the source. The company's core focus has been mobile app and digital product development, with Web3, IoT, and AI added as newer capabilities on top of that base. That makes it a reasonable fit for buyers whose primary need is a mobile or web product with AI features attached, rather than a standalone AI engineering engagement.
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: Debut Infotech vs HYS Enterprise
| Capability | Debut Infotech | HYS Enterprise |
|---|---|---|
| Generative AI | ✓ | ✗ |
| Machine learning | ✓ | ✓ |
| AI agents | ✗ | ✗ |
| MLOps | ✗ | ✗ |
| AI consulting | ✗ | ✓ |
| Fixed-price projects | ✓ | ✓ |
| Dedicated team model | ✓ | ✓ |
Tech stack comparison: Debut Infotech vs HYS Enterprise
| Framework / platform | Debut Infotech | HYS Enterprise |
|---|---|---|
| Python | ✓ | ✓ |
| PyTorch | N/A | N/A |
| TensorFlow | N/A | N/A |
| LangChain | N/A | N/A |
| AWS | ✓ | ✓ |
| Azure | N/A | ✓ |
| Kubernetes | N/A | N/A |
Pricing comparison: Debut Infotech vs HYS Enterprise
| Criterion | Debut Infotech | HYS Enterprise |
|---|---|---|
| Minimum engagement | Not disclosed | Not disclosed |
| Engagement models | Fixed project, Dedicated team | Fixed project, Dedicated team |
| Rate transparency | Not public | Not public |
| Price tier | Mid-market | Mid-market |
Target audience comparison: Debut Infotech vs HYS Enterprise
| Dimension | Debut Infotech | HYS Enterprise |
|---|---|---|
| Best company size | Startup to mid-market | Startup to mid-market |
| Best industries | Retail & e-commerce, Healthcare, Fintech | Fintech, Healthcare, Retail & e-commerce |
| Best use cases | Building a mobile app with an AI-powered feature as part of the broader scope., Combining Web3 and AI capabilities under a single vendor for a blockchain-adjacent product. | 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 |
Debut Infotech vs HYS Enterprise: pros and cons
| Debut Infotech | |
|---|---|
| + | Strong mobile app development background supports AI features shipped inside a real product. |
| + | Over a decade of delivery history in digital product development. |
| + | Competitive India-based delivery pricing relative to US and European agencies. |
| + | Comfortable adding Web3 or IoT components alongside AI where a project needs it. |
| - | AI is a newer addition to the service list rather than a founding specialty |
| - | Employee count estimates vary meaningfully across public trackers |
| 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 Debut Infotech?
A typical fit: building a mobile app with an AI-powered feature as part of the broader scope.
Mobile and digital product development background with AI layered on top. Minimum engagement is not publicly disclosed. Works best with clients in Retail & e-commerce, Healthcare, Fintech.
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: Debut Infotech vs HYS Enterprise
| Your situation | Recommended choice |
|---|---|
| You need full-ownership delivery on a defined project scope | Debut Infotech |
| You need a large dedicated team for an ongoing programme | Debut Infotech |
| Your budget is at the lower end | Compare: Debut Infotech (Not disclosed) vs HYS Enterprise (Not disclosed) |
| You need specialist depth in a specific vertical | Debut Infotech |
| 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: Debut Infotech vs HYS Enterprise
| Use case | Debut Infotech fit | HYS Enterprise fit | Winner |
|---|---|---|---|
| Building a mobile app with an AI-powered feature as part of the broader scope. | Strong | Limited | Debut Infotech |
| Combining Web3 and AI capabilities under a single vendor for a blockchain-adjacent product. | Strong | Limited | Debut Infotech |
| 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: Debut Infotech vs HYS Enterprise
Debut Infotech (3.9/5) is the stronger overall choice for most AI Development projects. Mobile and digital product development background with AI layered on top.
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
Debut Infotech vs HYS Enterprise FAQ
Is Debut Infotech better than HYS Enterprise?
Debut Infotech (3.9/5) scores higher overall, but "better" depends on your use case. Debut Infotech's strongest advantage: strong mobile app development background supports AI features shipped inside a real product. HYS Enterprise's strongest advantage: amsterdam headquarters simplifies EU-based contracting and data residency conversations.
How do Debut Infotech and HYS Enterprise differ in pricing?
Debut Infotech uses fixed project or dedicated team 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: Debut Infotech or HYS Enterprise?
Debut Infotech 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 Debut Infotech and HYS Enterprise?
Debut Infotech's primary differentiator is: mobile and digital product development background with AI layered on top. 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 (120-200 vs 213), minimum engagement (Not disclosed vs Not disclosed), and primary industries served (Retail & e-commerce, Healthcare vs Fintech, Healthcare).
Verify all details directly with each agency before making a decision.