Tensorway vs Cleveroad: full comparison for 2026
Quick verdict
Tensorway (4.5/5) edges ahead of Cleveroad (4.0/5) overall. Tensorway is the better choice for teams that need compliance-certified AI delivery. 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.
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 | 4.5 / 5 | 4.0 / 5 |
| Primary differentiator | Compliance certification (GDPR, HIPAA, ISO 9001, ISO 27001) as standard, not an add-on | 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, React Native, AWS |
| Industries served | Legal, Private equity & finance, E-learning, Sports & media | Retail & e-commerce, Healthcare, Logistics |
Tensorway vs Cleveroad: overview
Tensorway
Every project Tensorway ships is built to GDPR, HIPAA, ISO 9001, and ISO 27001 standards, which is a stricter bar than most AI vendors on this list volunteer to meet. The unit was carved out in 2019 from Anadea, a custom software company that has operated out of Alicante, Spain since 2000, and it kept its team narrow and specialized: deep learning architects, MLOps engineers, ML engineers, and QAs, with roughly 20-50 people total working on AI specifically rather than a slice of a much larger generalist staff. Documented work includes an agentic essay-grading tutor for an Australian e-learning company, a legal document automation agent reported at around 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 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: 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 | ✓ | ✓ |
| PyTorch | ✓ | N/A |
| TensorFlow | ✓ | ✓ |
| 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 document-heavy manual process in a regulated industry like legal or finance., Needing an AI vendor that can produce compliance documentation alongside the technical delivery. | 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 |
Tensorway vs Cleveroad: pros and cons
| Tensorway | |
|---|---|
| + | Certified against four separate compliance standards, unusual for a team of this size. |
| + | AI-only unit rather than a generalist firm treating AI as one more service line. |
| + | Inherits Anadea's 25 years of software delivery infrastructure without diluting its AI focus. |
| + | Transfers full IP ownership to the client once a project closes. |
| + | Delivers a working prototype within weeks, based on its documented case studies. |
| - | Team of 20-50 restricts how many mid-to-large engagements can run in parallel |
| - | Published case studies lean toward early-production scale rather than large enterprise rollouts |
| 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 Tensorway?
A typical fit: automating a document-heavy manual process in a regulated industry like legal or finance.
Compliance certification (GDPR, HIPAA, ISO 9001, ISO 27001) as standard, not an add-on. 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 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 document-heavy manual process in a regulated industry like legal or finance. | Strong | Limited | Tensorway |
| Needing an AI vendor that can produce compliance documentation alongside the technical delivery. | Strong | Limited | Tensorway |
| 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 | Limited | Limited | Both equally |
Verdict: Tensorway vs Cleveroad
Tensorway (4.5/5) is the stronger overall choice for most AI Development projects. Compliance certification (GDPR, HIPAA, ISO 9001, ISO 27001) as standard, not an add-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.
Related comparisons
Tensorway vs Cleveroad FAQ
Is Tensorway better than Cleveroad?
Tensorway (4.5/5) scores higher overall, but "better" depends on your use case. Tensorway's strongest advantage: certified against four separate compliance standards, unusual for a team of this size. 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 firm before shortlisting.
What are the main differences between Tensorway and Cleveroad?
Tensorway's primary differentiator is: compliance certification (GDPR, HIPAA, ISO 9001, ISO 27001) as standard, not an add-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 (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 firm before making a decision.