Best Machine Learning Agencies

LeewayHertz vs Softeq: full comparison for 2026

Last updated: July 2026

Quick verdict

LeewayHertz (4.1/5) edges ahead of Softeq (3.8/5) overall. LeewayHertz is the better choice for e-commerce, logistics, and financial services teams needing AI development with access to The Hackett Group's strategic advisory network. Softeq is the stronger option for manufacturers, robotics companies, and IoT product builders needing ML integrated with embedded hardware and connected device firmware. The right choice depends on your project size, budget, and required tech stack.

LeewayHertz vs Softeq: head-to-head summary

Criterion LeewayHertz Softeq
Founded 2007 1997
HQ San Francisco, CA, USA Houston, TX, USA
Team size 200–400 400+
Rating 4.1 / 5 3.8 / 5
Best for E-commerce, logistics, and financial services teams needing AI development with access to The Hackett Group's strategic advisory network Manufacturers, robotics companies, and IoT product builders needing ML integrated with embedded hardware and connected device firmware
Pricing model Fixed project, Dedicated team, T&M Fixed project, T&M, Dedicated team
Min. engagement $25K $25K
Primary tech stack Python, TensorFlow, PyTorch Python, TensorFlow, AWS
Industries served Retail / E-commerce, Logistics, Financial Services / Fintech, Healthcare, Technology / SaaS Manufacturing, Healthcare, Retail / E-commerce, Logistics, Technology / SaaS

LeewayHertz vs Softeq: overview

LeewayHertz

LeewayHertz is an AI development company founded in 2007 and headquartered in San Francisco, California, with a team of 200–400 engineers. It was ranked among the top 10 AI consulting firms by Forbes and was subsequently acquired by The Hackett Group (NASDAQ: HCKT), a leading Gen AI strategic consultancy and executive advisory firm, which broadened its AI consulting reach and enterprise client access. LeewayHertz covers machine learning, generative AI, NLP, and computer vision with particular portfolio depth in e-commerce, logistics, and finance. Its acquisition by The Hackett Group provides clients with a combined engineering-plus-advisory capability uncommon at this team size.

Softeq

Softeq was founded by Christopher A. Howard in 1997 and is headquartered in Houston, Texas, with offices in Los Angeles, London, and Munich, and development centres in Vilnius, Lithuania, and Monterrey, Mexico. It employs 400+ professionals across software, firmware, hardware, IoT, AI/ML, and AR/VR capabilities. Softeq's distinguishing characteristic in the ML market is its hardware-to-cloud engineering breadth — clients whose ML challenge sits at the intersection of physical devices and data systems (robotics, smart manufacturing, connected hardware) benefit from Softeq's ability to deliver the full stack from embedded firmware through cloud ML without requiring separate hardware and software vendors.

Services and capabilities: LeewayHertz vs Softeq

Capability LeewayHertz Softeq
Custom ML development
Deep learning
NLP / Text analytics
Computer vision
MLOps & deployment
Generative AI
AI strategy
Staff augmentation
Fixed-price projects
Dedicated team model

Tech stack comparison: LeewayHertz vs Softeq

Framework / platform LeewayHertz Softeq
Python
TensorFlow
PyTorch N/A
AWS
Kubernetes N/A
Databricks N/A N/A
MLflow N/A N/A

Pricing comparison: LeewayHertz vs Softeq

Criterion LeewayHertz Softeq
Minimum engagement $25K $25K
Engagement models Fixed project, Dedicated team, Time & materials Fixed project, Time & materials, Dedicated team
Rate transparency Minimum disclosed Minimum disclosed
Price tier Accessible Accessible

Target audience comparison: LeewayHertz vs Softeq

Dimension LeewayHertz Softeq
Best company size Startup to mid-market Startup to mid-market
Best industries Retail / E-commerce, Logistics, Financial Services / Fintech Manufacturing, Healthcare, Retail / E-commerce
Best use cases Generative AI product development for SaaS companies embedding LLM features into their core product, Custom recommendation and pricing ML for e-commerce platforms Computer vision quality inspection embedded in smart manufacturing equipment with on-device inference, IoT sensor data ML for predictive maintenance with edge AI processing on connected hardware
Typical project type Fixed project Fixed project

LeewayHertz vs Softeq: pros and cons

LeewayHertz
+ Forbes top-10 AI consulting ranking provides independently verified brand credibility
+ Acquisition by The Hackett Group adds executive-level AI strategy capability alongside engineering delivery
+ Strong generative AI portfolio with LLM integration and multi-agent system case studies
+ US headquarters with San Francisco tech ecosystem connections — useful for venture-backed startups
+ Multiple engagement models from fixed project through dedicated team increase accessibility for different buyer types
- Post-acquisition integration with The Hackett Group may affect delivery team focus and internal processes
- Engineering depth may not match pure-play ML boutiques for advanced model research or complex MLOps infrastructure
- Portfolio is broad; specialist depth in any single vertical is harder to verify than with niche-focused competitors
Softeq
+ Only firm in this review offering ML development combined with hardware engineering, firmware, and IoT connectivity
+ 25+ years of operation and inclusion in Inc. 5000 validate sustained delivery quality
+ Houston HQ provides US-based relationship management with competitive blended rates from Lithuania and Mexico delivery
+ AR/VR capability alongside ML creates unique edge for industrial training and visualisation applications
- ML is one component of a very broad portfolio — specialist deep learning or advanced NLP depth is thinner than ML-native boutiques
- Less suitable for pure cloud ML or data analytics engagements with no hardware component
- Less established in generative AI and LLM integration compared to newer AI-native competitors

Who should choose LeewayHertz?

LeewayHertz is the right choice for e-commerce, logistics, and financial services teams needing AI development with access to The Hackett Group's strategic advisory network.

Forbes top-10 AI firm acquired by The Hackett Group — combining engineering delivery with enterprise AI strategic advisory capability. Minimum engagement starts at $25K. Works best with clients in Retail / E-commerce, Logistics, Financial Services / Fintech, Healthcare, Technology / SaaS.

Who should choose Softeq?

Softeq is the right choice for manufacturers, robotics companies, and IoT product builders needing ML integrated with embedded hardware and connected device firmware.

Unique full-stack hardware-to-cloud capability — ML embedded into firmware and device systems without requiring a separate hardware engineering partner. Minimum engagement starts at $25K. Works best with clients in Manufacturing, Healthcare, Retail / E-commerce, Logistics, Technology / SaaS.

Decision matrix: LeewayHertz vs Softeq

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 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 Both may offer discovery engagements

Use case fit: LeewayHertz vs Softeq

Use case LeewayHertz fit Softeq fit Winner
Generative AI product development for SaaS companies embedding LLM features into their core product Strong Limited LeewayHertz
Custom recommendation and pricing ML for e-commerce platforms Strong Limited LeewayHertz
Computer vision quality inspection embedded in smart manufacturing equipment with on-device inference Strong Strong Both equally
IoT sensor data ML for predictive maintenance with edge AI processing on connected hardware Limited Strong Softeq
Fixed-price build Limited Limited Both equally
Staff augmentation Limited Limited Both equally

Verdict: LeewayHertz vs Softeq

LeewayHertz (4.1/5) is the stronger overall choice for most Machine Learning projects. Forbes top-10 AI firm acquired by The Hackett Group — combining engineering delivery with enterprise AI strategic advisory capability. It is best for e-commerce, logistics, and financial services teams needing AI development with access to The Hackett Group's strategic advisory network.

Softeq (3.8/5) is the better choice when manufacturers, robotics companies, and IoT product builders needing ML integrated with embedded hardware and connected device firmware. If your situation matches those criteria, Softeq is a competitive option.

Related comparisons

LeewayHertz vs Softeq FAQ

Is LeewayHertz better than Softeq?

LeewayHertz (4.1/5) scores higher overall, but "better" depends on your use case. LeewayHertz is better for e-commerce, logistics, and financial services teams needing AI development with access to The Hackett Group's strategic advisory network. Softeq is better for manufacturers, robotics companies, and IoT product builders needing ML integrated with embedded hardware and connected device firmware.

How do LeewayHertz and Softeq differ in pricing?

LeewayHertz uses fixed project, dedicated team, t&m pricing with a minimum engagement of $25K. Softeq uses fixed project, 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 Softeq?

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 LeewayHertz and Softeq?

LeewayHertz's primary differentiator is: forbes top-10 ai firm acquired by the hackett group — combining engineering delivery with enterprise ai strategic advisory capability. Softeq's primary differentiator is: unique full-stack hardware-to-cloud capability — ml embedded into firmware and device systems without requiring a separate hardware engineering partner. They also differ in team size (200–400 vs 400+), minimum engagement ($25K vs $25K), and primary industries served (Retail / E-commerce, Logistics vs Manufacturing, Healthcare).

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