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 needing AI tied to existing data infrastructure. 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 years pairing AI delivery with the underlying 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 was founded in 2009 and operates out of Southern California, with public employee counts ranging from about 221 to 250-plus across three continents depending on the source. The firm works across artificial intelligence, data analytics, and cloud computing for enterprise clients rather than treating AI as a standalone product line, which shows up in how its case studies mix AI delivery with broader data infrastructure work. That breadth is a trade-off: buyers get a partner comfortable with the surrounding data plumbing an AI system needs, not just the model itself.
Cleveroad
Cleveroad was founded in 2011, and public sources disagree on headquarters, with LinkedIn listing Claymont, Delaware and other trackers pointing to Krakow, Poland as the operational base. Employee estimates likewise vary, from roughly 113 up to a LinkedIn-reported 201-500 range. The company's roots are in mobile and web development for startups and enterprise clients, with safe, production-grade AI deployment positioned as a newer strength built on top of 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 into something an AI model can actually train on., Running an AI pilot that needs to plug into existing enterprise cloud infrastructure. | 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 | |
|---|---|
| + | Combines AI delivery with the data engineering work most AI projects actually need first. |
| + | Fifteen-plus years of operating history across three continents. |
| + | Enterprise client base gives the team practice navigating procurement and compliance cycles. |
| + | Cloud partnerships across both AWS and Azure reduce platform lock-in for clients. |
| - | Broader data-and-cloud focus means AI is one specialty among several, not the sole business |
| - | Employee counts differ meaningfully across public sources |
| 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 positioned as an addition to, not a replacement for, established product 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 into something an AI model can actually train on.
Fifteen years pairing AI delivery with the underlying 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 into something an AI model can actually train on. | Strong | Limited | ITRex Group |
| Running an AI pilot that needs to plug into existing enterprise cloud infrastructure. | 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 years pairing AI delivery with the underlying 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: combines AI delivery with the data engineering work 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 company before shortlisting.
What are the main differences between ITRex Group and Cleveroad?
ITRex Group's primary differentiator is: fifteen years pairing AI delivery with the underlying 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 company before making a decision.