Debut Infotech vs AtliQ Technologies: full comparison for 2026
Quick verdict
Debut Infotech (3.9/5) edges ahead of AtliQ Technologies (3.9/5) overall. Debut Infotech is the better choice for mobile-first products needing AI features added on. AtliQ Technologies is the stronger option for budget-conscious teams wanting AI added to a product build. The right choice depends on your project size, budget, and required tech stack.
Debut Infotech vs AtliQ Technologies: head-to-head summary
| Criterion | Debut Infotech | AtliQ Technologies |
|---|---|---|
| Founded | 2011 | 2017 |
| HQ | Mohali, India | Vadodara, India |
| Team size | 120-200 | 50-220 |
| Rating | 3.9 / 5 | 3.9 / 5 |
| Primary differentiator | Mobile and digital product development background with AI layered on top | US and India presence at startup-friendly pricing for a firm founded in 2017 |
| 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, scikit-learn, AWS |
| Industries served | Retail & e-commerce, Healthcare, Fintech | Retail & e-commerce, SaaS, Fintech |
Debut Infotech vs AtliQ Technologies: 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.
AtliQ Technologies
AtliQ Technologies was founded in 2017 by Bhavin Patel and Dhaval Patel, based in Vadodara, Gujarat with an additional office in New Jersey. Public employee counts vary sharply, from roughly 42 to over 220 depending on the source and reporting date, worth confirming directly given how young the company is relative to others on this list. Its core work is software product and application development, with AI-driven data analysis added as a newer service rather than a founding specialty.
Services and capabilities: Debut Infotech vs AtliQ Technologies
| Capability | Debut Infotech | AtliQ Technologies |
|---|---|---|
| Generative AI | ✓ | ✗ |
| Machine learning | ✓ | ✓ |
| AI agents | ✗ | ✗ |
| MLOps | ✗ | ✗ |
| AI consulting | ✗ | ✗ |
| Fixed-price projects | ✓ | ✓ |
| Dedicated team model | ✓ | ✓ |
Tech stack comparison: Debut Infotech vs AtliQ Technologies
| Framework / platform | Debut Infotech | AtliQ Technologies |
|---|---|---|
| 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: Debut Infotech vs AtliQ Technologies
| Criterion | Debut Infotech | AtliQ Technologies |
|---|---|---|
| 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 AtliQ Technologies
| Dimension | Debut Infotech | AtliQ Technologies |
|---|---|---|
| Best company size | Startup to mid-market | Startup to mid-market |
| Best industries | Retail & e-commerce, Healthcare, Fintech | Retail & e-commerce, SaaS, Fintech |
| 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. | Adding basic AI-driven analytics to a product already in development., Getting a budget-friendly product build where AI is a smaller part of the overall scope. |
| Typical project type | Fixed project | Fixed project |
Debut Infotech vs AtliQ Technologies: 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 |
| AtliQ Technologies | |
|---|---|
| + | Combined India and New Jersey presence gives clients a US point of contact at India-based delivery cost. |
| + | Founder-led team stays close to project delivery at this size. |
| + | AI added on top of an existing product development practice, not offered in isolation. |
| + | Younger firm tends to price more competitively than established mid-market vendors. |
| - | Public employee figures vary by nearly 5x, making true team capacity hard to confirm |
| - | Shorter operating history than most other agencies on this list |
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 AtliQ Technologies?
A typical fit: adding basic AI-driven analytics to a product already in development.
US and India presence at startup-friendly pricing for a firm founded in 2017. Minimum engagement is not publicly disclosed. Works best with clients in Retail & e-commerce, SaaS, Fintech.
Decision matrix: Debut Infotech vs AtliQ Technologies
| 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 AtliQ Technologies (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 | Both may offer discovery engagements |
Use case fit: Debut Infotech vs AtliQ Technologies
| Use case | Debut Infotech fit | AtliQ Technologies 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 |
| Adding basic AI-driven analytics to a product already in development. | Limited | Strong | AtliQ Technologies |
| Getting a budget-friendly product build where AI is a smaller part of the overall scope. | Limited | Strong | AtliQ Technologies |
| Fixed-price build | Limited | Limited | Both equally |
| Staff augmentation | Limited | Limited | Both equally |
Verdict: Debut Infotech vs AtliQ Technologies
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.
AtliQ Technologies (3.9/5) is worth a look if you need getting a budget-friendly product build where AI is a smaller part of the overall scope. If your situation matches that, AtliQ Technologies is a competitive option.
Related comparisons
Debut Infotech vs AtliQ Technologies FAQ
Is Debut Infotech better than AtliQ Technologies?
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. AtliQ Technologies's strongest advantage: combined India and New Jersey presence gives clients a US point of contact at India-based delivery cost.
How do Debut Infotech and AtliQ Technologies differ in pricing?
Debut Infotech uses fixed project or dedicated team pricing. AtliQ Technologies 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 AtliQ Technologies?
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 AtliQ Technologies?
Debut Infotech's primary differentiator is: mobile and digital product development background with AI layered on top. AtliQ Technologies's primary differentiator is: US and India presence at startup-friendly pricing for a firm founded in 2017. They also differ in team size (120-200 vs 50-220), minimum engagement (Not disclosed vs Not disclosed), and primary industries served (Retail & e-commerce, Healthcare vs Retail & e-commerce, SaaS).
Verify all details directly with each agency before making a decision.