Tensorway vs Cleveroad: full comparison for 2026
Quick verdict
Tensorway (4.8/5) edges ahead of Cleveroad (4.0/5) overall. Tensorway is the better choice for regulated industries needing certified generative AI delivery. Cleveroad is the stronger option for startups needing generative AI inside a mobile or web product. The right choice depends on your project size, budget, and required tech stack.
Tensorway vs Cleveroad: head-to-head summary
| Criterion | Tensorway | Cleveroad |
|---|---|---|
| Founded | 2019 | 2011 |
| HQ | Alicante, Spain | Krakow, Poland |
| Team size | 20-50 | 113-200 |
| Rating | 4.8 / 5 | 4.0 / 5 |
| Primary differentiator | Documented GDPR, HIPAA, ISO 9001, and ISO 27001 compliance on every generative AI build | Production-deployment discipline carried over from a decade of mobile and web delivery |
| Pricing model | Fixed-scope project, dedicated team, or paid discovery phase | Fixed project or dedicated team |
| Min. engagement | Not disclosed | Not disclosed |
| Primary tech stack | Python, PyTorch, TensorFlow | Python, OpenAI API, React Native |
| Industries served | Legal, Private equity & finance, E-learning, Sports & media | Retail & e-commerce, Healthcare, Logistics |
Tensorway vs Cleveroad: overview
Tensorway
Tensorway is a standalone generative AI unit that a longer-running Alicante, Spain software house spun up in 2019 rather than folding the work into its existing generalist teams. The team stays deliberately small, roughly 20-50 deep learning architects, MLOps engineers, ML engineers, and QAs, and documents every engagement against GDPR, HIPAA, ISO 9001, and ISO 27001, a compliance bar few generative AI specialists on this list publish. Recent generative AI work includes an agentic essay-grading tutor for an Australian e-learning company, a legal document automation agent reported at roughly 90% accuracy for a US law practice (per company website; independently unverifiable), and a deal-sourcing agent built for a Swedish private equity firm.
Cleveroad
Cleveroad has operated since 2011, though public sources disagree on headquarters, LinkedIn listing Claymont, Delaware while other trackers point to Krakow, Poland. Employee counts vary similarly, from roughly 113 up to a LinkedIn-reported 201-500. The firm's roots are in mobile and web development, with safe, production-grade generative AI deployment positioned as a newer strength built on that existing delivery discipline.
Services and capabilities: Tensorway vs Cleveroad
| Capability | Tensorway | Cleveroad |
|---|---|---|
| Generative AI | ✓ | ✓ |
| Machine learning | ✓ | ✓ |
| AI agents | ✓ | ✗ |
| MLOps | ✓ | ✗ |
| AI consulting | ✓ | ✗ |
| Fixed-price projects | ✓ | ✓ |
| Dedicated team model | ✓ | ✓ |
Tech stack comparison: Tensorway vs Cleveroad
| Framework / platform | Tensorway | Cleveroad |
|---|---|---|
| Python | ✓ | ✓ |
| OpenAI API | N/A | ✓ |
| PyTorch | ✓ | N/A |
| LangChain | ✓ | N/A |
| AWS | ✓ | ✓ |
| Azure | N/A | N/A |
| Kubernetes | ✓ | N/A |
Pricing comparison: Tensorway vs Cleveroad
| Criterion | Tensorway | Cleveroad |
|---|---|---|
| Minimum engagement | Not disclosed | Not disclosed |
| Engagement models | Fixed project, Dedicated team, Discovery phase | Fixed project, Dedicated team |
| Rate transparency | Not public | Not public |
| Price tier | Mid-market | Mid-market |
Target audience comparison: Tensorway vs Cleveroad
| Dimension | Tensorway | Cleveroad |
|---|---|---|
| Best company size | Startup to mid-market | Startup to mid-market |
| Best industries | Legal, Private equity & finance, E-learning | Retail & e-commerce, Healthcare, Logistics |
| Best use cases | Automating a compliance-sensitive manual process with generative AI in legal, finance, or healthcare., Needing a generative AI partner that documents its own compliance posture rather than just claiming it. | Adding generative AI features to a mobile app already in production., Getting a startup MVP built with generative AI as one feature among several. |
| Typical project type | Fixed project | Fixed project |
Tensorway vs Cleveroad: pros and cons
| Tensorway | |
|---|---|
| + | Certified against GDPR, HIPAA, ISO 9001, and ISO 27001 as standard on generative AI work. |
| + | AI-only unit avoids the diluted focus of a generalist firm running generative AI as a side practice. |
| + | Draws on its parent company's 25-year delivery track record without losing generative AI specialization. |
| + | Transfers full IP ownership to the client at project close. |
| + | Ships an initial working prototype within weeks based on documented case work. |
| - | A 20-50 person team caps parallel capacity for very large enterprise rollouts |
| - | Case studies published so far lean toward early-production scale, not massive deployments |
| 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. |
| + | Generative AI 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 Tensorway?
A typical fit: automating a compliance-sensitive manual process with generative AI in legal, finance, or healthcare.
Documented GDPR, HIPAA, ISO 9001, and ISO 27001 compliance on every generative AI build. Minimum engagement is not publicly disclosed. Works best with clients in Legal, Private equity & finance, E-learning, Sports & media.
Who should choose Cleveroad?
A typical fit: adding generative 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: Tensorway vs Cleveroad
| Your situation | Recommended choice |
|---|---|
| You need full-ownership delivery on a defined project scope | Tensorway |
| You need a large dedicated team for an ongoing programme | Tensorway |
| Your budget is at the lower end | Compare: Tensorway (Not disclosed) vs Cleveroad (Not disclosed) |
| You need specialist depth in a specific vertical | Tensorway |
| You need staff augmentation or team extension | Neither; consider alternatives that offer staff aug |
| You need consulting before committing to a build | Tensorway |
Use case fit: Tensorway vs Cleveroad
| Use case | Tensorway fit | Cleveroad fit | Winner |
|---|---|---|---|
| Automating a compliance-sensitive manual process with generative AI in legal, finance, or healthcare. | Strong | Limited | Tensorway |
| Needing a generative AI partner that documents its own compliance posture rather than just claiming it. | Strong | Limited | Tensorway |
| Adding generative AI features to a mobile app already in production. | Limited | Strong | Cleveroad |
| Getting a startup MVP built with generative AI as one feature among several. | Limited | Strong | Cleveroad |
| Fixed-price build | Limited | Limited | Both equally |
| Staff augmentation | Limited | Limited | Both equally |
Verdict: Tensorway vs Cleveroad
Tensorway (4.8/5) is the stronger overall choice for most Generative AI Development projects. Documented GDPR, HIPAA, ISO 9001, and ISO 27001 compliance on every generative AI build.
Cleveroad (4.0/5) is worth a look if you need getting a startup MVP built with generative AI as one feature among several. If your situation matches that, Cleveroad is a competitive option.
Related comparisons
Tensorway vs Cleveroad FAQ
Is Tensorway better than Cleveroad?
Tensorway (4.8/5) scores higher overall, but "better" depends on your use case. Tensorway's strongest advantage: certified against GDPR, HIPAA, ISO 9001, and ISO 27001 as standard on generative AI work. Cleveroad's strongest advantage: mobile and web development roots translate into disciplined production deployment practices.
How do Tensorway and Cleveroad differ in pricing?
Tensorway uses fixed-scope project, dedicated team, or paid discovery phase 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: Tensorway or Cleveroad?
Cleveroad 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 Tensorway and Cleveroad?
Tensorway's primary differentiator is: documented GDPR, HIPAA, ISO 9001, and ISO 27001 compliance on every generative AI build. Cleveroad's primary differentiator is: production-deployment discipline carried over from a decade of mobile and web delivery. They also differ in team size (20-50 vs 113-200), minimum engagement (Not disclosed vs Not disclosed), and primary industries served (Legal, Private equity & finance vs Retail & e-commerce, Healthcare).
Verify all details directly with each company before making a decision.