Best AI Development Services

LeewayHertz vs Debut Infotech: full comparison for 2026

Quick verdict

LeewayHertz (4.1/5) edges ahead of Debut Infotech (3.9/5) overall. LeewayHertz is the better choice for buyers wanting broad AI service coverage under one roof. 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.

LeewayHertz vs Debut Infotech: head-to-head summary

Criterion LeewayHertz Debut Infotech
Founded 2007 2011
HQ San Francisco, United States Mohali, India
Team size 150-300 120-200
Rating 4.1 / 5 3.9 / 5
Primary differentiator Backed by The Hackett Group's consulting and benchmarking network post-acquisition 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, PyTorch, OpenAI API Python, React Native, AWS
Industries served Financial services, Healthcare, Retail & e-commerce, Manufacturing Retail & e-commerce, Healthcare, Fintech

LeewayHertz vs Debut Infotech: overview

LeewayHertz

LeewayHertz was founded in 2007 and is based in San Francisco. The Hackett Group acquired the company in September 2024, which changes its ownership structure and long-term strategic direction compared to the independently-run firms elsewhere on this list. Public employee counts have moved in different directions depending on the source and date, from roughly 300 in earlier reporting down to about 182 by mid-2026, which is worth factoring in given how much marketing content the company publishes relative to its verified team size.

Debut Infotech

Debut Infotech was founded in 2011 and is headquartered in Mohali, Punjab, 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 layered onto that base. This 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: LeewayHertz vs Debut Infotech

Capability LeewayHertz Debut Infotech
Generative AI
Machine learning
AI agents
MLOps
AI consulting
Fixed-price projects
Dedicated team model

Tech stack comparison: LeewayHertz vs Debut Infotech

Framework / platform LeewayHertz Debut Infotech
Python
PyTorch N/A
TensorFlow N/A N/A
LangChain N/A
AWS
Azure N/A
Kubernetes N/A N/A

Pricing comparison: LeewayHertz vs Debut Infotech

Criterion LeewayHertz 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: LeewayHertz vs Debut Infotech

Dimension LeewayHertz Debut Infotech
Best company size Startup to mid-market Startup to mid-market
Best industries Financial services, Healthcare, Retail & e-commerce Retail & e-commerce, Healthcare, Fintech
Best use cases Consolidating multiple AI initiatives (agents, generative AI, ML) under one vendor relationship., Working with a firm now backed by a larger consulting parent for enterprise credibility. Building a mobile app with an AI-powered feature as part of the broader scope., Getting Web3 and AI capabilities combined under a single vendor for a blockchain-adjacent product.
Typical project type Fixed project Fixed project

LeewayHertz vs Debut Infotech: pros and cons

LeewayHertz
+ Wide service coverage across generative AI, ML, and AI agents under a single vendor.
+ The Hackett Group acquisition adds access to a larger consulting and benchmarking network.
+ Nearly two decades of operating history predating the current AI cycle.
+ High volume of published technical content makes its approach easy to evaluate before signing.
- Acquired by The Hackett Group in 2024, so long-term positioning may shift under new ownership
- Reported headcount has dropped by roughly half across recent public data, worth confirming directly before assuming current team size
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 firms.
+ 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 LeewayHertz?

A typical fit: consolidating multiple AI initiatives (agents, generative AI, ML) under one vendor relationship.

Backed by The Hackett Group's consulting and benchmarking network post-acquisition. Minimum engagement is not publicly disclosed. Works best with clients in Financial services, Healthcare, Retail & e-commerce, Manufacturing.

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: LeewayHertz vs Debut Infotech

Your situation Recommended choice
You need full-ownership delivery on a defined project scope LeewayHertz
You need a large dedicated team for an ongoing programme LeewayHertz
Your budget is at the lower end Compare: LeewayHertz (Not disclosed) vs Debut Infotech (Not disclosed)
You need specialist depth in a specific vertical LeewayHertz
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: LeewayHertz vs Debut Infotech

Use case LeewayHertz fit Debut Infotech fit Winner
Consolidating multiple AI initiatives (agents, generative AI, ML) under one vendor relationship. Strong Limited LeewayHertz
Working with a firm now backed by a larger consulting parent for enterprise credibility. Strong Strong Both equally
Building a mobile app with an AI-powered feature as part of the broader scope. Limited Strong Debut Infotech
Getting Web3 and AI capabilities combined under a single vendor for a blockchain-adjacent product. Strong Strong Both equally
Fixed-price build Limited Limited Both equally
Staff augmentation Limited Limited Both equally

Verdict: LeewayHertz vs Debut Infotech

LeewayHertz (4.1/5) is the stronger overall choice for most AI Development projects. Backed by The Hackett Group's consulting and benchmarking network post-acquisition.

Debut Infotech (3.9/5) is worth a look if you need getting Web3 and AI capabilities combined under a single vendor for a blockchain-adjacent product. If your situation matches that, Debut Infotech is a competitive option.

Related comparisons

LeewayHertz vs Debut Infotech FAQ

Is LeewayHertz better than Debut Infotech?

LeewayHertz (4.1/5) scores higher overall, but "better" depends on your use case. LeewayHertz's strongest advantage: wide service coverage across generative AI, ML, and AI agents under a single vendor. Debut Infotech's strongest advantage: strong mobile app development background supports AI features shipped inside a real product.

How do LeewayHertz and Debut Infotech differ in pricing?

LeewayHertz 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: LeewayHertz or Debut Infotech?

LeewayHertz is the larger team and typically the better enterprise-scale choice. For very large programmes, verify team size and compliance coverage directly with each company before shortlisting.

What are the main differences between LeewayHertz and Debut Infotech?

LeewayHertz's primary differentiator is: backed by The Hackett Group's consulting and benchmarking network post-acquisition. Debut Infotech's primary differentiator is: mobile and digital product development background with AI layered on top. They also differ in team size (150-300 vs 120-200), minimum engagement (Not disclosed vs Not disclosed), and primary industries served (Financial services, Healthcare vs Retail & e-commerce, Healthcare).

Verify all details directly with each company before making a decision.