SoftKraft vs Debut Infotech: full comparison for 2026
Quick verdict
SoftKraft (4.0/5) edges ahead of Debut Infotech (3.9/5) overall. SoftKraft is the better choice for startups on tight budgets needing data-driven MVPs. Debut Infotech is the stronger option for mobile-first products needing AI features added on. The right choice depends on your project size, budget, and required tech stack.
SoftKraft vs Debut Infotech: head-to-head summary
| Criterion | SoftKraft | Debut Infotech |
|---|---|---|
| Founded | 2015 | 2011 |
| HQ | Bielsko-Biala, Poland | Mohali, India |
| Team size | 11-50 | 120-200 |
| Rating | 4.0 / 5 | 3.9 / 5 |
| Primary differentiator | Small dedicated team priced for startup budgets, not enterprise rates | Mobile and digital product development background with AI layered on top |
| Pricing model | Fixed project or dedicated team | Fixed project or dedicated team |
| Min. engagement | Not disclosed | Not disclosed |
| Primary tech stack | Python, PostgreSQL, Apache Airflow | Python, React Native, AWS |
| Industries served | Fintech, SaaS, Healthtech | Retail & e-commerce, Healthcare, Fintech |
SoftKraft vs Debut Infotech: overview
SoftKraft
SoftKraft was founded in 2015 by CEO Marek Petrykowski and CTO Blazej Kosmowski, running a lean 11-50 person team from Bielsko-Biala, Poland. Around 70% of its clients are North American despite the delivery team sitting in Poland, a common pattern for smaller nearshore AI agencies. The firm's positioning centers on data-driven software, AI, and data engineering built specifically for startups and small-to-mid-sized companies, not enterprise accounts.
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.
Services and capabilities: SoftKraft vs Debut Infotech
| Capability | SoftKraft | Debut Infotech |
|---|---|---|
| Generative AI | ✗ | ✓ |
| Machine learning | ✓ | ✓ |
| AI agents | ✗ | ✗ |
| MLOps | ✗ | ✗ |
| AI consulting | ✓ | ✗ |
| Fixed-price projects | ✓ | ✓ |
| Dedicated team model | ✓ | ✓ |
Tech stack comparison: SoftKraft vs Debut Infotech
| Framework / platform | SoftKraft | Debut Infotech |
|---|---|---|
| Python | ✓ | ✓ |
| PyTorch | N/A | N/A |
| TensorFlow | N/A | N/A |
| LangChain | N/A | N/A |
| AWS | ✓ | ✓ |
| Azure | N/A | N/A |
| Kubernetes | N/A | N/A |
Pricing comparison: SoftKraft vs Debut Infotech
| Criterion | SoftKraft | Debut Infotech |
|---|---|---|
| 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: SoftKraft vs Debut Infotech
| Dimension | SoftKraft | Debut Infotech |
|---|---|---|
| Best company size | Startup to mid-market | Startup to mid-market |
| Best industries | Fintech, SaaS, Healthtech | Retail & e-commerce, Healthcare, Fintech |
| Best use cases | Building a data-driven MVP for a pre-seed or seed-stage startup., Getting AI and data engineering handled by one small, accountable team. | 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. |
| Typical project type | Fixed project | Fixed project |
SoftKraft vs Debut Infotech: pros and cons
| SoftKraft | |
|---|---|
| + | Smaller team size keeps overhead, and likely cost, below mid-size and enterprise agencies. |
| + | 70% North American client base shows the team has adapted to US buyer expectations from Poland. |
| + | Founder-led leadership stays close to delivery rather than purely sales. |
| + | Startup and SME focus means scope and pricing fit smaller budgets from the outset. |
| - | Team of 11-50 limits capacity to a handful of concurrent projects |
| - | Less public case-study history than agencies with a decade-plus track record |
| 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 |
Who should choose SoftKraft?
A typical fit: building a data-driven MVP for a pre-seed or seed-stage startup.
Small dedicated team priced for startup budgets, not enterprise rates. Minimum engagement is not publicly disclosed. Works best with clients in Fintech, SaaS, Healthtech.
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.
Decision matrix: SoftKraft vs Debut Infotech
| Your situation | Recommended choice |
|---|---|
| You need full-ownership delivery on a defined project scope | SoftKraft |
| You need a large dedicated team for an ongoing programme | SoftKraft |
| Your budget is at the lower end | Compare: SoftKraft (Not disclosed) vs Debut Infotech (Not disclosed) |
| You need specialist depth in a specific vertical | SoftKraft |
| You need staff augmentation or team extension | Neither; consider alternatives that offer staff aug |
| You need consulting before committing to a build | SoftKraft |
Use case fit: SoftKraft vs Debut Infotech
| Use case | SoftKraft fit | Debut Infotech fit | Winner |
|---|---|---|---|
| Building a data-driven MVP for a pre-seed or seed-stage startup. | Strong | Strong | Both equally |
| Getting AI and data engineering handled by one small, accountable team. | Strong | Limited | SoftKraft |
| Building a mobile app with an AI-powered feature as part of the broader scope. | Strong | Strong | Both equally |
| Combining Web3 and AI capabilities under a single vendor for a blockchain-adjacent product. | Limited | Strong | Debut Infotech |
| Fixed-price build | Limited | Limited | Both equally |
| Staff augmentation | Limited | Limited | Both equally |
Verdict: SoftKraft vs Debut Infotech
SoftKraft (4.0/5) is the stronger overall choice for most AI Development projects. Small dedicated team priced for startup budgets, not enterprise rates.
Debut Infotech (3.9/5) is worth a look if you need combining Web3 and AI capabilities under a single vendor for a blockchain-adjacent product. If your situation matches that, Debut Infotech is a competitive option.
Related comparisons
SoftKraft vs Debut Infotech FAQ
Is SoftKraft better than Debut Infotech?
SoftKraft (4.0/5) scores higher overall, but "better" depends on your use case. SoftKraft's strongest advantage: smaller team size keeps overhead, and likely cost, below mid-size and enterprise agencies. Debut Infotech's strongest advantage: strong mobile app development background supports AI features shipped inside a real product.
How do SoftKraft and Debut Infotech differ in pricing?
SoftKraft uses fixed project or dedicated team pricing. Debut Infotech 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: SoftKraft or Debut Infotech?
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 SoftKraft and Debut Infotech?
SoftKraft's primary differentiator is: small dedicated team priced for startup budgets, not enterprise rates. Debut Infotech's primary differentiator is: mobile and digital product development background with AI layered on top. They also differ in team size (11-50 vs 120-200), minimum engagement (Not disclosed vs Not disclosed), and primary industries served (Fintech, SaaS vs Retail & e-commerce, Healthcare).
Verify all details directly with each agency before making a decision.