ITRex Group vs Cleveroad: full comparison for 2026
Quick verdict
ITRex Group (4.3/5) edges ahead of Cleveroad (4.0/5) overall. ITRex Group is the better choice for enterprises pairing AI with existing data infrastructure work. Cleveroad is the stronger option for startups needing AI features inside a mobile or web product. The right choice depends on your project size, budget, and required tech stack.
ITRex Group vs Cleveroad: head-to-head summary
| Criterion | ITRex Group | Cleveroad |
|---|---|---|
| Founded | 2009 | 2011 |
| HQ | Santa Monica, United States | Krakow, Poland |
| Team size | 201-250 | 113-200 |
| Rating | 4.3 / 5 | 4.0 / 5 |
| Primary differentiator | Fifteen-plus years combining AI delivery with the data engineering it depends on | Production-deployment discipline carried over from a decade of mobile and web delivery |
| Pricing model | Fixed project, dedicated team, or retainer | Fixed project or dedicated team |
| Min. engagement | Not disclosed | Not disclosed |
| Primary tech stack | Python, TensorFlow, AWS | Python, React Native, AWS |
| Industries served | Healthcare, Manufacturing, Retail & e-commerce, Logistics | Retail & e-commerce, Healthcare, Logistics |
ITRex Group vs Cleveroad: overview
ITRex Group
ITRex has operated out of Southern California since 2009, with public headcount estimates ranging from about 221 to over 250 across three continents depending on the source. The firm pitches itself on the combination of artificial intelligence, data analytics, and cloud computing rather than AI in isolation, which means clients get a partner comfortable with the data infrastructure an AI system needs before it can be built at all. That breadth costs some specialization depth compared to AI-only boutiques, but it removes a common integration headache.
Cleveroad
Cleveroad has operated since 2011, though public sources disagree on where: LinkedIn lists Claymont, Delaware, while other trackers point to Krakow, Poland as the working base. Employee counts vary similarly, from roughly 113 up to a LinkedIn-reported 201-500. The firm's roots are in mobile and web development for startups and enterprise clients alike, with safe, production-grade AI deployment positioned as a newer strength built on that existing delivery discipline.
Services and capabilities: ITRex Group vs Cleveroad
| Capability | ITRex Group | Cleveroad |
|---|---|---|
| Generative AI | ✗ | ✓ |
| Machine learning | ✓ | ✓ |
| AI agents | ✗ | ✗ |
| MLOps | ✗ | ✗ |
| AI consulting | ✓ | ✗ |
| Fixed-price projects | ✓ | ✓ |
| Dedicated team model | ✓ | ✓ |
Tech stack comparison: ITRex Group vs Cleveroad
| Framework / platform | ITRex Group | Cleveroad |
|---|---|---|
| Python | ✓ | ✓ |
| PyTorch | N/A | N/A |
| TensorFlow | ✓ | ✓ |
| LangChain | N/A | N/A |
| AWS | ✓ | ✓ |
| Azure | ✓ | N/A |
| Kubernetes | ✓ | N/A |
Pricing comparison: ITRex Group vs Cleveroad
| Criterion | ITRex Group | Cleveroad |
|---|---|---|
| Minimum engagement | Not disclosed | Not disclosed |
| Engagement models | Fixed project, Dedicated team, Retainer | Fixed project, Dedicated team |
| Rate transparency | Not public | Not public |
| Price tier | Mid-market | Mid-market |
Target audience comparison: ITRex Group vs Cleveroad
| Dimension | ITRex Group | Cleveroad |
|---|---|---|
| Best company size | Startup to mid-market | Startup to mid-market |
| Best industries | Healthcare, Manufacturing, Retail & e-commerce | Retail & e-commerce, Healthcare, Logistics |
| Best use cases | Modernizing a legacy data warehouse so it can actually feed an AI model., Running an AI pilot that needs to connect into existing enterprise cloud systems. | Adding AI features to a mobile app already in production., Getting a startup MVP built with AI as one feature among several, not the entire product. |
| Typical project type | Fixed project | Fixed project |
ITRex Group vs Cleveroad: pros and cons
| ITRex Group | |
|---|---|
| + | Pairs AI work with the data engineering most AI projects actually need first. |
| + | Over fifteen years of operating history spread across three continents. |
| + | Enterprise client mix means the team already knows how to navigate procurement cycles. |
| + | Works across both AWS and Azure, reducing platform lock-in risk for clients. |
| - | Data and cloud breadth means AI is one specialty among several, not the sole focus |
| - | Employee counts differ meaningfully depending on which public source is checked |
| Cleveroad | |
|---|---|
| + | Mobile and web development roots translate into disciplined production deployment practices. |
| + | Over a decade of delivery history across startup and enterprise clients. |
| + | Operates across four continents, giving flexible timezone coverage. |
| + | AI is positioned as an addition to, not a replacement for, established delivery skills. |
| - | Headquarters and employee count are reported inconsistently across public sources |
| - | AI-specific case studies are less prominent than the firm's mobile and web development portfolio |
Who should choose ITRex Group?
A typical fit: modernizing a legacy data warehouse so it can actually feed an AI model.
Fifteen-plus years combining AI delivery with the data engineering it depends on. Minimum engagement is not publicly disclosed. Works best with clients in Healthcare, Manufacturing, Retail & e-commerce, Logistics.
Who should choose Cleveroad?
A typical fit: adding AI features to a mobile app already in production.
Production-deployment discipline carried over from a decade of mobile and web delivery. Minimum engagement is not publicly disclosed. Works best with clients in Retail & e-commerce, Healthcare, Logistics.
Decision matrix: ITRex Group vs Cleveroad
| 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 | ITRex Group |
| Your budget is at the lower end | Compare: ITRex Group (Not disclosed) vs Cleveroad (Not disclosed) |
| You need specialist depth in a specific vertical | ITRex Group |
| You need staff augmentation or team extension | Neither; consider alternatives that offer staff aug |
| You need consulting before committing to a build | ITRex Group |
Use case fit: ITRex Group vs Cleveroad
| Use case | ITRex Group fit | Cleveroad fit | Winner |
|---|---|---|---|
| Modernizing a legacy data warehouse so it can actually feed an AI model. | Strong | Limited | ITRex Group |
| Running an AI pilot that needs to connect into existing enterprise cloud systems. | Strong | Limited | ITRex Group |
| Adding AI features to a mobile app already in production. | Limited | Strong | Cleveroad |
| Getting a startup MVP built with AI as one feature among several, not the entire product. | Strong | Strong | Both equally |
| Fixed-price build | Limited | Limited | Both equally |
| Staff augmentation | Limited | Limited | Both equally |
Verdict: ITRex Group vs Cleveroad
ITRex Group (4.3/5) is the stronger overall choice for most AI Development projects. Fifteen-plus years combining AI delivery with the data engineering it depends on.
Cleveroad (4.0/5) is worth a look if you need getting a startup MVP built with AI as one feature among several, not the entire product. If your situation matches that, Cleveroad is a competitive option.
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ITRex Group vs Cleveroad FAQ
Is ITRex Group better than Cleveroad?
ITRex Group (4.3/5) scores higher overall, but "better" depends on your use case. ITRex Group's strongest advantage: pairs AI work with the data engineering most AI projects actually need first. Cleveroad's strongest advantage: mobile and web development roots translate into disciplined production deployment practices.
How do ITRex Group and Cleveroad differ in pricing?
ITRex Group uses fixed project, dedicated team, or retainer pricing. Cleveroad uses fixed project or dedicated team pricing. Neither firm publishes a full rate card; a discovery call is required for project-specific quotes.
Which is better for enterprise: ITRex Group or Cleveroad?
ITRex 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 firm before shortlisting.
What are the main differences between ITRex Group and Cleveroad?
ITRex Group's primary differentiator is: fifteen-plus years combining AI delivery with the data engineering it depends on. Cleveroad's primary differentiator is: production-deployment discipline carried over from a decade of mobile and web delivery. They also differ in team size (201-250 vs 113-200), minimum engagement (Not disclosed vs Not disclosed), and primary industries served (Healthcare, Manufacturing vs Retail & e-commerce, Healthcare).
Verify all details directly with each firm before making a decision.