Best Machine Learning Agencies

Scopic vs LeewayHertz: full comparison for 2026

Last updated: July 2026

Quick verdict

Scopic (4.2/5) edges ahead of LeewayHertz (4.0/5) overall. Scopic is the better choice for healthcare, fintech, and enterprise teams building genuinely custom ML systems without off-the-shelf shortcuts. LeewayHertz is the stronger option for enterprise clients seeking AI product engineering backed by a publicly listed management consulting parent. The right choice depends on your project size, budget, and required tech stack.

Scopic vs LeewayHertz: head-to-head summary

Criterion Scopic LeewayHertz
Founded 2006 2007
HQ Marlborough, MA San Francisco, CA
Team size 250+ 300+
Rating 4.2 / 5 4.0 / 5
Best for Healthcare, fintech, and enterprise teams building genuinely custom ML systems without off-the-shelf shortcuts Enterprise clients seeking AI product engineering backed by a publicly listed management consulting parent
Pricing model Fixed project, T&M Fixed project, T&M
Min. engagement $25K+ $25K+
Primary tech stack Python, TensorFlow, PyTorch Python, TensorFlow, PyTorch
Industries served healthcare, fintech, manufacturing, transportation, retail financial, healthcare, retail, logistics, saas

Scopic vs LeewayHertz: overview

Scopic

Scopic was founded in 2006 and is headquartered in Marlborough, Massachusetts. The company has 250+ specialists distributed across six continents and has completed 1,000+ projects for healthcare, fintech, and enterprise clients, including machine learning, natural language processing, computer vision, and predictive analytics systems. Scopic distinguishes itself with a track record of engineering genuinely custom ML systems — not API wrappers — using TensorFlow, PyTorch, and computer vision pipelines. (Project count and founding year per Scopic official website.)

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.)

Services and capabilities: Scopic vs LeewayHertz

Capability Scopic LeewayHertz
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: Scopic vs LeewayHertz

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

Pricing comparison: Scopic vs LeewayHertz

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

Target audience comparison: Scopic vs LeewayHertz

Dimension Scopic LeewayHertz
Best company size Startup to mid-market Startup to mid-market
Best industries healthcare, fintech, manufacturing financial, healthcare, retail
Best use cases Computer vision quality inspection system, Medical imaging ML classification AI product engineering for enterprise software, LLM-powered document intelligence system
Typical project type Fixed project Fixed project

Scopic vs LeewayHertz: pros and cons

Scopic
+ 1,000+ delivered projects with verifiable case studies
+ Covers full ML spectrum: NLP, computer vision, predictive analytics
+ Custom ML engineering only — no API-wrapper work
+ 20-year delivery history reduces engagement risk
+ Distributed team across 6 continents provides broad timezone coverage
- US headquarters with offshore delivery — requires clear async communication process
- Large project portfolio means higher selectivity on smaller or shorter engagements
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

Who should choose Scopic?

Scopic is the right choice for healthcare, fintech, and enterprise teams building genuinely custom ML systems without off-the-shelf shortcuts.

20-year track record of custom ML engineering across 1,000+ projects — no API-wrapper shortcuts. Minimum engagement starts at $25K+. Works best with clients in healthcare, fintech, manufacturing, transportation, retail.

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.

Decision matrix: Scopic vs LeewayHertz

Your situation Recommended choice
You need full-ownership delivery on a defined project scope Scopic
You need a large dedicated team for an ongoing programme Check each company's engagement model
Your budget is at the lower end Scopic
You need specialist depth in a specific vertical Scopic
You need staff augmentation or team extension Neither; consider alternatives that offer staff aug
You need consulting before committing to a build Scopic

Use case fit: Scopic vs LeewayHertz

Use case Scopic fit LeewayHertz fit Winner
Computer vision quality inspection system Strong Strong Both equally
Medical imaging ML classification Strong Limited Scopic
AI product engineering for enterprise software Limited Strong LeewayHertz
LLM-powered document intelligence system Limited Strong LeewayHertz
Fixed-price build Limited Limited Both equally
Staff augmentation Limited Limited Both equally

Verdict: Scopic vs LeewayHertz

Scopic (4.2/5) is the stronger overall choice for most Machine Learning projects. 20-year track record of custom ML engineering across 1,000+ projects — no API-wrapper shortcuts. It is best for healthcare, fintech, and enterprise teams building genuinely custom ML systems without off-the-shelf shortcuts.

LeewayHertz (4.0/5) is the better choice when enterprise clients seeking AI product engineering backed by a publicly listed management consulting parent. If your situation matches those criteria, LeewayHertz is a competitive option.

Related comparisons

Scopic vs LeewayHertz FAQ

Is Scopic better than LeewayHertz?

Scopic (4.2/5) scores higher overall, but "better" depends on your use case. Scopic is better for healthcare, fintech, and enterprise teams building genuinely custom ML systems without off-the-shelf shortcuts. LeewayHertz is better for enterprise clients seeking AI product engineering backed by a publicly listed management consulting parent.

How do Scopic and LeewayHertz differ in pricing?

Scopic uses fixed project, t&m pricing with a minimum engagement of $25K+. LeewayHertz uses fixed project, t&m 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: Scopic or LeewayHertz?

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 agency before shortlisting.

What are the main differences between Scopic and LeewayHertz?

Scopic's primary differentiator is: 20-year track record of custom ml engineering across 1,000+ projects — no api-wrapper shortcuts. LeewayHertz's primary differentiator is: backed by the hackett group since sept 2024 — ai engineering within an enterprise transformation consulting firm. They also differ in team size (250+ vs 300+), minimum engagement ($25K+ vs $25K+), and primary industries served (healthcare, fintech vs financial, healthcare).

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