Best Machine Learning Agencies

LeewayHertz vs Azumo: full comparison for 2026

Last updated: July 2026

Quick verdict

LeewayHertz (4.0/5) edges ahead of Azumo (3.8/5) overall. LeewayHertz is the better choice for enterprise clients seeking AI product engineering backed by a publicly listed management consulting parent. Azumo is the stronger option for uS companies seeking cost-effective nearshore ML development with Latin American time-zone alignment. The right choice depends on your project size, budget, and required tech stack.

LeewayHertz vs Azumo: head-to-head summary

Criterion LeewayHertz Azumo
Founded 2007 2016
HQ San Francisco, CA San Francisco, CA
Team size 300+ 100–250
Rating 4.0 / 5 3.8 / 5
Best for Enterprise clients seeking AI product engineering backed by a publicly listed management consulting parent US companies seeking cost-effective nearshore ML development with Latin American time-zone alignment
Pricing model Fixed project, T&M T&M, dedicated team
Min. engagement $25K+ $25K+
Primary tech stack Python, TensorFlow, PyTorch Python, TensorFlow, PyTorch
Industries served financial, healthcare, retail, logistics, saas saas, fintech, healthcare, retail, logistics

LeewayHertz vs Azumo: overview

LeewayHertz

LeewayHertz was founded in 2007 and is headquartered in San Francisco. The company focuses on AI and ML product engineering, computer vision, NLP, conversational AI, and blockchain. In September 2024, LeewayHertz was acquired by The Hackett Group, a Miami-based global management consulting firm, integrating its AI engineering capabilities into enterprise transformation services. (Acquisition confirmed via The Hackett Group press release, September 2024.)

Azumo

Azumo was founded in 2016 and is headquartered in San Francisco, with its development centre in Latin America. The company positions itself as a nearshore AI and ML engineering partner for US companies, providing cost-effective development with US time-zone alignment. Azumo offers AI vision models for mobile, web, and edge devices alongside general ML engineering. (Founding year, HQ, and delivery model per Azumo official website.)

Services and capabilities: LeewayHertz vs Azumo

Capability LeewayHertz Azumo
Custom ML build
ML consulting
Computer vision
NLP / LLM
Predictive analytics
MLOps
Data engineering
Generative AI
Staff augmentation
Fixed-price projects
Dedicated team model

Tech stack comparison: LeewayHertz vs Azumo

Framework / platform LeewayHertz Azumo
Python
TensorFlow
PyTorch
AWS SageMaker N/A N/A
Azure ML N/A N/A

Pricing comparison: LeewayHertz vs Azumo

Criterion LeewayHertz Azumo
Minimum engagement $25K+ $25K+
Engagement models Fixed project, T&M, Retainer T&M, Dedicated team
Rate transparency Minimum disclosed Minimum disclosed
Price tier Accessible Accessible

Target audience comparison: LeewayHertz vs Azumo

Dimension LeewayHertz Azumo
Best company size Startup to mid-market Startup to mid-market
Best industries financial, healthcare, retail saas, fintech, healthcare
Best use cases AI product engineering for enterprise software, LLM-powered document intelligence system Computer vision for edge or mobile device, ML model for mobile fintech app
Typical project type Fixed project T&M

LeewayHertz vs Azumo: pros and cons

LeewayHertz
+ Backed by The Hackett Group since 2024 — enterprise credibility and financial stability
+ 17+ years of AI and ML product engineering history
+ Strong generative AI and LLM integration portfolio
+ US-headquartered with clear accountability and IP ownership model
- Acquisition by The Hackett Group in 2024 brings integration risk and possible culture shift
- Post-acquisition pricing may increase as enterprise overhead grows
- Less suited to startup or early-stage budgets post-acquisition
Azumo
+ Latin American nearshore team — US time-zone alignment without premium on-shore costs
+ Computer vision and mobile ML specialisation
+ US-headquartered leadership for accountability and IP clarity
+ Edge device and mobile ML deployment experience
- Nearshore delivery model requires strong async communication discipline
- Less depth in data engineering or MLOps compared to larger ML firms

Who should choose LeewayHertz?

LeewayHertz is the right choice for enterprise clients seeking AI product engineering backed by a publicly listed management consulting parent.

Backed by The Hackett Group since Sept 2024 — AI engineering within an enterprise transformation consulting firm. Minimum engagement starts at $25K+. Works best with clients in financial, healthcare, retail, logistics, saas.

Who should choose Azumo?

Azumo is the right choice for uS companies seeking cost-effective nearshore ML development with Latin American time-zone alignment.

Latin American nearshore delivery — US time-zone alignment with rates below fully on-shore alternatives. Minimum engagement starts at $25K+. Works best with clients in saas, fintech, healthcare, retail, logistics.

Decision matrix: LeewayHertz vs Azumo

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 Azumo
Your budget is at the lower end LeewayHertz
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 LeewayHertz

Use case fit: LeewayHertz vs Azumo

Use case LeewayHertz fit Azumo fit Winner
AI product engineering for enterprise software Strong Strong Both equally
LLM-powered document intelligence system Strong Limited LeewayHertz
Computer vision for edge or mobile device Strong Strong Both equally
ML model for mobile fintech app Limited Strong Azumo
Fixed-price build Limited Limited Both equally
Staff augmentation Limited Strong Azumo

Verdict: LeewayHertz vs Azumo

LeewayHertz (4.0/5) is the stronger overall choice for most Machine Learning projects. Backed by The Hackett Group since Sept 2024 — AI engineering within an enterprise transformation consulting firm. It is best for enterprise clients seeking AI product engineering backed by a publicly listed management consulting parent.

Azumo (3.8/5) is the better choice when uS companies seeking cost-effective nearshore ML development with Latin American time-zone alignment. If your situation matches those criteria, Azumo is a competitive option.

Related comparisons

LeewayHertz vs Azumo FAQ

Is LeewayHertz better than Azumo?

LeewayHertz (4.0/5) scores higher overall, but "better" depends on your use case. LeewayHertz is better for enterprise clients seeking AI product engineering backed by a publicly listed management consulting parent. Azumo is better for uS companies seeking cost-effective nearshore ML development with Latin American time-zone alignment.

How do LeewayHertz and Azumo differ in pricing?

LeewayHertz uses fixed project, t&m pricing with a minimum engagement of $25K+. Azumo uses t&m, dedicated team pricing with a minimum engagement of $25K+. Neither firm publishes a full rate card; a discovery call is required for project-specific quotes.

Which is better for enterprise: LeewayHertz or Azumo?

Azumo 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 LeewayHertz and Azumo?

LeewayHertz's primary differentiator is: backed by the hackett group since sept 2024 — ai engineering within an enterprise transformation consulting firm. Azumo's primary differentiator is: latin american nearshore delivery — us time-zone alignment with rates below fully on-shore alternatives. They also differ in team size (300+ vs 100–250), minimum engagement ($25K+ vs $25K+), and primary industries served (financial, healthcare vs saas, fintech).

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