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-industry teams needing compliant, production AI. 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 | 4.8 / 5 | 4.0 / 5 |
| Primary differentiator | Full IP transfer plus GDPR/HIPAA/ISO-certified delivery on every engagement | 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
Tensorway was set up in 2019 as the applied-AI arm of Anadea, a custom software development company operating out of Alicante, Spain since 2000. The unit runs a standalone team of deep learning architects, MLOps engineers, ML engineers, and QAs focused entirely on machine learning, computer vision, NLP, and generative AI builds, rather than treating AI as one line item inside a general software development company. Delivery is documented as GDPR, HIPAA, ISO 9001, and ISO 27001 compliant, which matters more here than in most software categories given how much AI work touches regulated client data. Case work spans an agentic essay-evaluation tutor for an Australian e-learning client, a legal document automation agent used at roughly 90% accuracy in a US law practice (per company website; independently unverifiable), and a private equity deal-sourcing agent built for a Swedish investment firm.
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: 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 | Building a document-understanding agent that needs to hit compliance requirements from day one., Turning an existing manual review process (legal, financial, medical) into an AI-assisted workflow. | 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 | |
|---|---|
| + | AI-only team rather than a generalist firm with AI bolted on. |
| + | Certified against GDPR, HIPAA, ISO 9001, and ISO 27001 for regulated-data work. |
| + | Backed by Anadea's 25 years of delivery infrastructure without diluting AI focus. |
| + | Transfers full IP ownership to the client at project close. |
| + | Ships an early working prototype within weeks rather than months of scoping. |
| - | A 20-50 person team caps how many large engagements can run in parallel |
| - | Published case studies skew toward pilot and early-production scale rather than enterprise-wide 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 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 Tensorway?
A typical fit: building a document-understanding agent that needs to hit compliance requirements from day one.
Full IP transfer plus GDPR/HIPAA/ISO-certified delivery on every engagement. 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 |
|---|---|---|---|
| Building a document-understanding agent that needs to hit compliance requirements from day one. | Strong | Limited | Tensorway |
| Turning an existing manual review process (legal, financial, medical) into an AI-assisted workflow. | 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 (4.8/5) is the stronger overall choice for most AI Development projects. Full IP transfer plus GDPR/HIPAA/ISO-certified delivery on every engagement.
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 (4.8/5) scores higher overall, but "better" depends on your use case. Tensorway's strongest advantage: AI-only team rather than a generalist firm with AI bolted on. 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: full IP transfer plus GDPR/HIPAA/ISO-certified delivery on every engagement. 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.