Innowise Group vs Cleveroad: full comparison for 2026
Quick verdict
Innowise Group (4.0/5) edges ahead of Cleveroad (4.0/5) overall. Innowise Group is the better choice for buyers wanting one vendor to cover every AI service category. 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.
Innowise Group vs Cleveroad: head-to-head summary
| Criterion | Innowise Group | Cleveroad |
|---|---|---|
| Founded | 2007 | 2011 |
| HQ | Warsaw, Poland | Krakow, Poland |
| Team size | 2,100-3,500 | 113-200 |
| Rating | 4.0 / 5 | 4.0 / 5 |
| Primary differentiator | Full-cycle coverage of nearly every AI service category under a single 2,000-plus person firm | Production-deployment discipline carried over from a decade of mobile and web delivery |
| Pricing model | Fixed project, dedicated team, or staff augmentation | Fixed project or dedicated team |
| Min. engagement | Not disclosed | Not disclosed |
| Primary tech stack | Python, AWS, Azure | Python, React Native, AWS |
| Industries served | Healthcare, Fintech, Retail & e-commerce, Manufacturing | Retail & e-commerce, Healthcare, Logistics |
Innowise Group vs Cleveroad: overview
Innowise Group
Innowise was founded in 2007 by three engineers including CEO Pavel Arlou and is headquartered in Warsaw, Poland. Employee counts vary by source, from roughly 2,100 to over 3,500, reflecting the scale gap between core staff and the firm's full delivered-project base of 1,300-plus engagements across 60-plus countries. The company covers essentially every current AI service category, including AI agents, generative AI, GPT-based systems, computer vision, and NLP document processing, which makes it broad but less specialized than boutique AI-only firms on this list.
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: Innowise Group vs Cleveroad
| Capability | Innowise Group | Cleveroad |
|---|---|---|
| Generative AI | ✓ | ✓ |
| Machine learning | ✓ | ✓ |
| AI agents | ✓ | ✗ |
| MLOps | ✗ | ✗ |
| AI consulting | ✗ | ✗ |
| Fixed-price projects | ✓ | ✓ |
| Dedicated team model | ✓ | ✓ |
Tech stack comparison: Innowise Group vs Cleveroad
| Framework / platform | Innowise Group | Cleveroad |
|---|---|---|
| Python | ✓ | ✓ |
| PyTorch | N/A | N/A |
| TensorFlow | N/A | ✓ |
| LangChain | N/A | N/A |
| AWS | ✓ | ✓ |
| Azure | ✓ | N/A |
| Kubernetes | ✓ | N/A |
Pricing comparison: Innowise Group vs Cleveroad
| Criterion | Innowise Group | Cleveroad |
|---|---|---|
| Minimum engagement | Not disclosed | Not disclosed |
| Engagement models | Fixed project, Dedicated team, Staff augmentation | Fixed project, Dedicated team |
| Rate transparency | Not public | Not public |
| Price tier | Mid-market | Mid-market |
Target audience comparison: Innowise Group vs Cleveroad
| Dimension | Innowise Group | Cleveroad |
|---|---|---|
| Best company size | Startup to mid-market | Startup to mid-market |
| Best industries | Healthcare, Fintech, Retail & e-commerce | Retail & e-commerce, Healthcare, Logistics |
| Best use cases | Staffing a large AI program that touches multiple service categories at once., Augmenting an internal team with AI engineers on a staff-aug basis rather than a full project handoff. | 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 |
Innowise Group vs Cleveroad: pros and cons
| Innowise Group | |
|---|---|
| + | Broad AI service coverage means fewer gaps if project scope shifts mid-engagement. |
| + | 1,300-plus delivered projects across 60-plus countries demonstrates repeat operational experience. |
| + | Large staff pool supports staff augmentation as well as full project delivery. |
| + | Multiple engagement models give buyers flexibility beyond fixed-scope contracts. |
| - | Breadth across every AI category can mean less depth than a boutique specialist in any single one |
| - | Publicly reported headcount varies by more than 1,000 employees across 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 Innowise Group?
A typical fit: staffing a large AI program that touches multiple service categories at once.
Full-cycle coverage of nearly every AI service category under a single 2,000-plus person firm. Minimum engagement is not publicly disclosed. Works best with clients in Healthcare, Fintech, Retail & e-commerce, Manufacturing.
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: Innowise Group vs Cleveroad
| Your situation | Recommended choice |
|---|---|
| You need full-ownership delivery on a defined project scope | Innowise Group |
| You need a large dedicated team for an ongoing programme | Innowise Group |
| Your budget is at the lower end | Compare: Innowise Group (Not disclosed) vs Cleveroad (Not disclosed) |
| You need specialist depth in a specific vertical | Innowise Group |
| 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: Innowise Group vs Cleveroad
| Use case | Innowise Group fit | Cleveroad fit | Winner |
|---|---|---|---|
| Staffing a large AI program that touches multiple service categories at once. | Strong | Limited | Innowise Group |
| Augmenting an internal team with AI engineers on a staff-aug basis rather than a full project handoff. | Strong | Limited | Innowise 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. | Limited | Strong | Cleveroad |
| Fixed-price build | Limited | Limited | Both equally |
| Staff augmentation | Strong | Limited | Innowise Group |
Verdict: Innowise Group vs Cleveroad
Innowise Group (4.0/5) is the stronger overall choice for most AI Development projects. Full-cycle coverage of nearly every AI service category under a single 2,000-plus person firm.
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.
Related comparisons
Innowise Group vs Cleveroad FAQ
Is Innowise Group better than Cleveroad?
Innowise Group (4.0/5) scores higher overall, but "better" depends on your use case. Innowise Group's strongest advantage: broad AI service coverage means fewer gaps if project scope shifts mid-engagement. Cleveroad's strongest advantage: mobile and web development roots translate into disciplined production deployment practices.
How do Innowise Group and Cleveroad differ in pricing?
Innowise Group uses fixed project, dedicated team, or staff augmentation 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: Innowise Group or Cleveroad?
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 company before shortlisting.
What are the main differences between Innowise Group and Cleveroad?
Innowise Group's primary differentiator is: full-cycle coverage of nearly every AI service category under a single 2,000-plus person firm. Cleveroad's primary differentiator is: production-deployment discipline carried over from a decade of mobile and web delivery. They also differ in team size (2,100-3,500 vs 113-200), minimum engagement (Not disclosed vs Not disclosed), and primary industries served (Healthcare, Fintech vs Retail & e-commerce, Healthcare).
Verify all details directly with each company before making a decision.