Best ML Development Services

LeewayHertz vs Zfort Group: full comparison for 2026

Last updated: July 2026

Quick verdict

LeewayHertz (4.2/5) edges ahead of Zfort Group (4.0/5) overall. LeewayHertz is the better choice for enterprises that want AI consulting backed by a publicly traded management-consulting parent (The Hackett Group).. Zfort Group is the stronger option for companies wanting a long-established (24+ year) software firm's dedicated ML practice rather than a newer AI-only startup.. The right choice depends on your project size, budget, and required tech stack.

LeewayHertz vs Zfort Group: head-to-head summary

Criterion LeewayHertz Zfort Group
Founded 2007 2000
HQ San Francisco, California, United States Kharkiv, Ukraine
Team size 200–300 193
Rating 4.2 / 5 4.0 / 5
Best for Enterprises that want AI consulting backed by a publicly traded management-consulting parent (The Hackett Group). Companies wanting a long-established (24+ year) software firm's dedicated ML practice rather than a newer AI-only startup.
Pricing model Project-based, retainer Project-based, time & materials
Min. engagement Not published Not published
Primary tech stack Python, LangChain, Hugging Face Python, TensorFlow, spaCy
Industries served FinTech, Healthcare, Manufacturing, Retail & E-commerce Retail & E-commerce, Media & Entertainment, FinTech

LeewayHertz vs Zfort Group: overview

LeewayHertz

LeewayHertz was founded in 2007 by Akash Takyar and Viresh Bhathia and is headquartered in San Francisco, combining strategic AI advisory with engineering delivery and proprietary AI platforms. On September 23, 2024, LeewayHertz was acquired by The Hackett Group, a publicly traded management consulting firm, giving it access to Hackett's enterprise client relationships. Reported employee counts range from roughly 194 to 300, and as with any recently acquired firm, prospective clients should verify current team continuity.

Zfort Group

Zfort Group was founded in 2000 and is headquartered in Kharkiv, Ukraine, with representative offices in the USA, UK, Canada, Australia, and Israel, and approximately 193 employees across four continents as of mid-2025. The company's machine learning practice covers consulting, data analysis, and engineering across data science, NLP, computer vision, predictive analytics, deep learning, and recommendation systems, alongside a separate blockchain development line. Zfort holds a 5-star rating on Clutch, and its 24+ years of operating history (since 2000) predates most competitors in this list.

Services and capabilities: LeewayHertz vs Zfort Group

Capability LeewayHertz Zfort Group
Custom ML Models
Computer Vision
NLP
MLOps
Generative AI
AI Consulting

Tech stack comparison: LeewayHertz vs Zfort Group

Framework / platform LeewayHertz Zfort Group
TensorFlow N/A
PyTorch N/A N/A
AWS
Azure N/A
Google Cloud N/A N/A
LangChain N/A
Hugging Face N/A
Kubernetes N/A N/A

Pricing comparison: LeewayHertz vs Zfort Group

Criterion LeewayHertz Zfort Group
Minimum engagement Not published Not published
Engagement models Project-based, Retainer, Dedicated team Project-based, Time & materials, Dedicated team
Rate transparency Not public Not public
Price tier Mid-market Mid-market

Target audience comparison: LeewayHertz vs Zfort Group

Dimension LeewayHertz Zfort Group
Best company size Startup to mid-market Startup to mid-market
Best industries FinTech, Healthcare, Manufacturing Retail & E-commerce, Media & Entertainment, FinTech
Best use cases Enterprise wants AI consulting from a firm now backed by a publicly traded management consultancy., Company needs generative AI or AI agent development with proprietary platform accelerators. Company wants a long-established vendor with a 5-star Clutch rating for an NLP or computer vision project., Retail or media client needs a recommendation system built by a team with deep-learning and predictive-analytics experience.
Typical project type Project-based Project-based

LeewayHertz vs Zfort Group: pros and cons

LeewayHertz
+ 17 years of AI/software delivery history since 2007, well-established before its 2024 acquisition.
+ Now backed by The Hackett Group, a publicly traded management consulting firm, adding financial stability and enterprise client access.
+ Proprietary AI platform assets built pre-acquisition can shorten delivery timelines for common use cases.
- September 2024 acquisition by The Hackett Group is recent enough that integration effects on pricing and delivery team stability are still unfolding.
- Employee-count sources disagree meaningfully (194 vs. 300), so confirm current AI-delivery headcount directly.
Zfort Group
+ 5-star Clutch rating reflects strong client satisfaction on the platform.
+ 24+ years of operating history (since 2000) is among the longest in this list, indicating institutional stability through multiple technology cycles.
+ Broad ML sub-specialty coverage (NLP, computer vision, predictive analytics, recommendation systems) under one practice.
+ Representative offices across five countries provide time-zone flexibility for global clients.
- 193-person team splits attention across ML and a separate blockchain development practice, rather than being AI-exclusive.
- Being founded in 2000 as a general software firm means its AI practice, while broad, is one line of business rather than the company's sole identity.

Who should choose LeewayHertz?

LeewayHertz is the right choice for enterprises that want AI consulting backed by a publicly traded management-consulting parent (The Hackett Group)..

AI consultancy now operating as a Hackett Group company, combining startup-era agility with public-company backing.. Minimum engagement starts at Not published. Works best with clients in FinTech, Healthcare, Manufacturing, Retail & E-commerce.

Who should choose Zfort Group?

Zfort Group is the right choice for companies wanting a long-established (24+ year) software firm's dedicated ML practice rather than a newer AI-only startup..

One of the longest-operating firms in this list (founded 2000) with a 5-star Clutch rating and broad ML sub-specialty coverage.. Minimum engagement starts at Not published. Works best with clients in Retail & E-commerce, Media & Entertainment, FinTech.

Decision matrix: LeewayHertz vs Zfort Group

Your situation Recommended choice
You need full-ownership delivery on a defined project scope Both offer fixed-price models
You need a large dedicated team for an ongoing programme LeewayHertz
Your budget is at the lower end Compare: LeewayHertz (Not published) vs Zfort Group (Not published)
You need specialist depth in a specific vertical LeewayHertz
You need production MLOps support after model launch Both offer MLOps support
You need consulting before committing to a build LeewayHertz

Use case fit: LeewayHertz vs Zfort Group

Use case LeewayHertz fit Zfort Group fit Winner
Enterprise wants AI consulting from a firm now backed by a publicly traded management consultancy. Strong Limited LeewayHertz
Company needs generative AI or AI agent development with proprietary platform accelerators. Strong Strong Both equally
Company wants a long-established vendor with a 5-star Clutch rating for an NLP or computer vision project. Strong Strong Both equally
Retail or media client needs a recommendation system built by a team with deep-learning and predictive-analytics experience. Limited Strong Zfort Group
Fixed-scope ML build Limited Limited Both equally
Ongoing model retraining Limited Limited Both equally

Verdict: LeewayHertz vs Zfort Group

LeewayHertz (4.2/5) is the stronger overall choice for most Machine Learning Development projects. AI consultancy now operating as a Hackett Group company, combining startup-era agility with public-company backing.. It is best for enterprises that want AI consulting backed by a publicly traded management-consulting parent (The Hackett Group)..

Zfort Group (4.0/5) is the better choice when companies wanting a long-established (24+ year) software firm's dedicated ML practice rather than a newer AI-only startup.. If your situation matches those criteria, Zfort Group is a competitive option.

Related comparisons

LeewayHertz vs Zfort Group FAQ

Is LeewayHertz better than Zfort Group?

LeewayHertz (4.2/5) scores higher overall, but "better" depends on your use case. LeewayHertz is better for enterprises that want AI consulting backed by a publicly traded management-consulting parent (The Hackett Group).. Zfort Group is better for companies wanting a long-established (24+ year) software firm's dedicated ML practice rather than a newer AI-only startup..

How do LeewayHertz and Zfort Group differ in pricing?

LeewayHertz uses project-based, retainer pricing with a minimum engagement of Not published. Zfort Group uses project-based, time & materials pricing with a minimum engagement of Not published. Neither firm publishes a full rate card; a discovery call is required for project-specific quotes.

Which is better for enterprise: LeewayHertz or Zfort Group?

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 Zfort Group?

LeewayHertz's primary differentiator is: ai consultancy now operating as a hackett group company, combining startup-era agility with public-company backing.. Zfort Group's primary differentiator is: one of the longest-operating firms in this list (founded 2000) with a 5-star clutch rating and broad ml sub-specialty coverage.. They also differ in team size (200–300 vs 193), minimum engagement (Not published vs Not published), and primary industries served (FinTech, Healthcare vs Retail & E-commerce, Media & Entertainment).

Last reviewed: July 2026. Verify all details directly with each company before making a decision.