Best Machine Learning Development Agencies

ITRex Group vs Andersen: full comparison for 2026

Last updated: July 2026

Quick verdict

ITRex Group (4.2/5) edges ahead of Andersen (4.0/5) overall. ITRex Group is the better choice for mid-market companies combining AI/ML work with IoT or edge-device deployment.. Andersen is the stronger option for mid-to-large enterprises wanting AI/ML and data science delivered alongside broad custom software development from a single European vendor.. The right choice depends on your project size, budget, and required tech stack.

ITRex Group vs Andersen: head-to-head summary

Criterion ITRex Group Andersen
Founded 2009 2007
HQ Santa Monica, California, USA Warsaw, Poland
Team size 201–500 1,001–5,000
Rating 4.2 / 5 4.0 / 5
Best for Mid-market companies combining AI/ML work with IoT or edge-device deployment. Mid-to-large enterprises wanting AI/ML and data science delivered alongside broad custom software development from a single European 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, Retail, Manufacturing, Financial Services

ITRex Group vs Andersen: 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.

Andersen

Andersen (also known as Andersen Lab) is a software development company founded in 2007, headquartered in Warsaw, Poland, with development centers across Germany, the US, UK, and several other countries. Reported headcount is roughly 3,500–3,700 specialists, and the firm's services span AI, machine learning, data science, big data, and an AI-powered robotic integration line alongside broader custom software development.

Services and capabilities: ITRex Group vs Andersen

Capability ITRex Group Andersen
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 Andersen

Framework / platform ITRex Group Andersen
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 Andersen

Criterion ITRex Group Andersen
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 Andersen

Dimension ITRex Group Andersen
Best company size Startup to mid-market Startup to mid-market
Best industries Manufacturing, Healthcare, Retail Technology/SaaS, Retail, Manufacturing
Best use cases AI models that need to run on or alongside IoT/edge hardware, Manufacturing predictive-maintenance projects combining sensor data and ML Enterprises wanting AI/ML and data science alongside broader custom software development, Manufacturing clients interested in the AI-powered robotic integration line
Typical project type Fixed project Fixed project

ITRex Group vs Andersen: 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
Andersen
+ 18 years of operating history with 1,000+ delivered projects cited by the company
+ 3,500+ specialists across 10+ countries supports large, distributed engagements
+ AI/ML, data science, and big data are named practice areas, not an afterthought
+ Unusual AI-powered robotic integration line differentiates from purely software-based competitors
- AI/ML sits within a broad custom-software-development portfolio rather than being the company's sole focus
- Public sources list slightly different HQ addresses across time (Krakow vs. Warsaw), worth confirming current location
- 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 Andersen?

Andersen is the right choice for mid-to-large enterprises wanting AI/ML and data science delivered alongside broad custom software development from a single European vendor..

Named AI-powered robotic integration line alongside standard AI/ML and data science services.. Minimum engagement starts at Not published. Works best with clients in Technology/SaaS, Retail, Manufacturing, Financial Services.

Decision matrix: ITRex Group vs Andersen

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 Andersen
Your budget is at the lower end Compare: ITRex Group ($25K) vs Andersen (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 Andersen

Use case ITRex Group fit Andersen 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 Strong Both equally
Enterprises wanting AI/ML and data science alongside broader custom software development Limited Strong Andersen
Manufacturing clients interested in the AI-powered robotic integration line Strong Strong Both equally
Fixed-price build Limited Limited Both equally
Staff augmentation Strong Strong Both equally

Verdict: ITRex Group vs Andersen

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..

Andersen (4.0/5) is the better choice when mid-to-large enterprises wanting AI/ML and data science delivered alongside broad custom software development from a single European vendor.. If your situation matches those criteria, Andersen is a competitive option.

Related comparisons

ITRex Group vs Andersen FAQ

Is ITRex Group better than Andersen?

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.. Andersen is better for mid-to-large enterprises wanting AI/ML and data science delivered alongside broad custom software development from a single European vendor..

How do ITRex Group and Andersen differ in pricing?

ITRex Group uses fixed project, time & material, staff augmentation pricing with a minimum engagement of $25K. Andersen 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 Andersen?

Andersen 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 Andersen?

ITRex Group's primary differentiator is: explicit focus on applied ai paired with intelligent-edge and iot development, not just cloud-based ml.. Andersen's primary differentiator is: named ai-powered robotic integration line alongside standard ai/ml and data science services.. 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, Retail).

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