Best Machine Learning Development Agencies

ITRex Group vs Innowise Group: full comparison for 2026

Last updated: July 2026

Quick verdict

ITRex Group (4.2/5) edges ahead of Innowise Group (3.9/5) overall. ITRex Group is the better choice for mid-market companies combining AI/ML work with IoT or edge-device deployment.. Innowise Group is the stronger option for companies wanting AI/ML delivered as part of a broad full-cycle software development engagement from one vendor.. The right choice depends on your project size, budget, and required tech stack.

ITRex Group vs Innowise Group: head-to-head summary

Criterion ITRex Group Innowise Group
Founded 2009 2007
HQ Santa Monica, California, USA Warsaw, Poland
Team size 201–500 1,001–5,000
Rating 4.2 / 5 3.9 / 5
Best for Mid-market companies combining AI/ML work with IoT or edge-device deployment. Companies wanting AI/ML delivered as part of a broad full-cycle software development engagement from one vendor.
Pricing model Fixed project, Time & Material, staff augmentation Fixed project, dedicated team, staff augmentation
Min. engagement $25K Not published
Primary tech stack Python, TensorFlow, AWS IoT Python, TensorFlow, AWS
Industries served Manufacturing, Healthcare, Retail, Technology/SaaS Technology/SaaS, Healthcare, Retail, Financial Services

ITRex Group vs Innowise Group: overview

ITRex Group

ITRex Group is a technology consulting and software development company founded in 2009 by Yury Korvel and Vitali Likhadzed, headquartered in Santa Monica, California, with delivery operations in Poland, Georgia, and Bulgaria. Reported headcount varies by source, from roughly 201–500 employees to a stated 250+ specialists; the firm covers AI consulting and development, data analytics, IoT, and cloud migration.

Innowise Group

Innowise Group is a global full-cycle software development and IT consulting company established in 2007, headquartered in Warsaw, Poland. The firm has grown to roughly 3,000–3,500 employees and offers AI/ML services alongside web and mobile development, cloud, QA, DevOps, cybersecurity, and IT staff augmentation, with recent office expansions into the UK, UAE, and Germany.

Services and capabilities: ITRex Group vs Innowise Group

Capability ITRex Group Innowise Group
Custom ML model development
Deep learning & computer vision
NLP & LLM / Generative AI
MLOps & production deployment
Data engineering
AI strategy consulting
Staff augmentation

Tech stack comparison: ITRex Group vs Innowise Group

Framework / platform ITRex Group Innowise Group
Python
TensorFlow
PyTorch N/A N/A
AWS
Azure
Google Cloud N/A N/A
Kubernetes N/A N/A
Databricks N/A N/A
LangChain N/A N/A

Pricing comparison: ITRex Group vs Innowise Group

Criterion ITRex Group Innowise Group
Minimum engagement $25K Not published
Engagement models Fixed project, Time & Material, Staff augmentation Fixed project, Dedicated team, Staff augmentation
Rate transparency Minimum disclosed Not public
Price tier Accessible Enterprise / not published

Target audience comparison: ITRex Group vs Innowise Group

Dimension ITRex Group Innowise Group
Best company size Startup to mid-market Startup to mid-market
Best industries Manufacturing, Healthcare, Retail Technology/SaaS, Healthcare, Retail
Best use cases AI models that need to run on or alongside IoT/edge hardware, Manufacturing predictive-maintenance projects combining sensor data and ML Companies wanting a single vendor for a full product build that includes an ML component, Full-cycle development programs where AI/ML is one feature among several
Typical project type Fixed project Fixed project

ITRex Group vs Innowise Group: pros and cons

ITRex Group
+ 15 years of operating history with a consistent US headquarters and leadership team
+ Edge/IoT plus AI combination is a genuine differentiator versus cloud-only ML shops
+ Multi-country delivery (Poland, Georgia, Bulgaria) gives some cost and timezone flexibility
+ Offers staff augmentation alongside project delivery for buyers wanting to extend in-house teams
- Reported headcount varies meaningfully by source (201–500 vs. 250+), so buyers should confirm current team size
- Less deep specialist AI/ML certification profile than boutiques like Neurons Lab or AI Superior
- Public materials emphasize breadth (AI, IoT, cloud) over demonstrated depth in any single ML subdomain
Innowise Group
+ 18 years of continuous growth from founding to 3,000+ employees
+ Recent international office expansion (UK, UAE, Germany, 2023–2024) signals active growth investment
+ Full-cycle development scope means AI/ML features can be built directly into a larger product without a separate vendor
+ 3,000+ engineers supports substantial delivery capacity for large programs
- AI/ML is one of many services (alongside web, mobile, cloud, QA, cybersecurity) rather than the firm's defining specialty
- Less AI-specific certification or research-driven positioning than boutique ML specialists on this list
- Minimum engagement size not publicly disclosed

Who should choose ITRex Group?

ITRex Group is the right choice for mid-market companies combining AI/ML work with IoT or edge-device deployment..

Explicit focus on applied AI paired with intelligent-edge and IoT development, not just cloud-based ML.. Minimum engagement starts at $25K. Works best with clients in Manufacturing, Healthcare, Retail, Technology/SaaS.

Who should choose Innowise Group?

Innowise Group is the right choice for companies wanting AI/ML delivered as part of a broad full-cycle software development engagement from one vendor..

Full-cycle software development scope (web, mobile, cloud, QA, security) with AI/ML as one of several integrated specialties.. Minimum engagement starts at Not published. Works best with clients in Technology/SaaS, Healthcare, Retail, Financial Services.

Decision matrix: ITRex Group vs Innowise Group

Your situation Recommended choice
You need full-ownership delivery on a defined project scope ITRex Group
You need a large dedicated team for an ongoing programme Innowise Group
Your budget is at the lower end Compare: ITRex Group ($25K) vs Innowise Group (Not published)
You need specialist depth in a specific vertical ITRex Group
You need staff augmentation or team extension ITRex Group
You need consulting before committing to a build ITRex Group

Use case fit: ITRex Group vs Innowise Group

Use case ITRex Group fit Innowise Group fit Winner
AI models that need to run on or alongside IoT/edge hardware Strong Strong Both equally
Manufacturing predictive-maintenance projects combining sensor data and ML Strong Limited ITRex Group
Companies wanting a single vendor for a full product build that includes an ML component Limited Strong Innowise Group
Full-cycle development programs where AI/ML is one feature among several Limited Strong Innowise Group
Fixed-price build Limited Limited Both equally
Staff augmentation Strong Strong Both equally

Verdict: ITRex Group vs Innowise Group

ITRex Group (4.2/5) is the stronger overall choice for most Machine Learning Development projects. Explicit focus on applied AI paired with intelligent-edge and IoT development, not just cloud-based ML.. It is best for mid-market companies combining AI/ML work with IoT or edge-device deployment..

Innowise Group (3.9/5) is the better choice when companies wanting AI/ML delivered as part of a broad full-cycle software development engagement from one vendor.. If your situation matches those criteria, Innowise Group is a competitive option.

Related comparisons

ITRex Group vs Innowise Group FAQ

Is ITRex Group better than Innowise Group?

ITRex Group (4.2/5) scores higher overall, but "better" depends on your use case. ITRex Group is better for mid-market companies combining AI/ML work with IoT or edge-device deployment.. Innowise Group is better for companies wanting AI/ML delivered as part of a broad full-cycle software development engagement from one vendor..

How do ITRex Group and Innowise Group differ in pricing?

ITRex Group uses fixed project, time & material, staff augmentation pricing with a minimum engagement of $25K. Innowise Group uses fixed project, dedicated team, staff augmentation 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: ITRex Group or Innowise Group?

Innowise Group 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 ITRex Group and Innowise Group?

ITRex Group's primary differentiator is: explicit focus on applied ai paired with intelligent-edge and iot development, not just cloud-based ml.. Innowise Group's primary differentiator is: full-cycle software development scope (web, mobile, cloud, qa, security) with ai/ml as one of several integrated specialties.. They also differ in team size (201–500 vs 1,001–5,000), minimum engagement ($25K vs Not published), and primary industries served (Manufacturing, Healthcare vs Technology/SaaS, Healthcare).

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