Tensorway vs EPAM Systems: full comparison for 2026
Quick verdict
Tensorway (4.8/5) edges ahead of EPAM Systems (4.1/5) overall. Tensorway is the better choice for regulated industries needing certified AI delivery. EPAM Systems is the stronger option for global enterprises running AI programs at massive scale. The right choice depends on your project size, budget, and required tech stack.
Tensorway vs EPAM Systems: head-to-head summary
| Criterion | Tensorway | EPAM Systems |
|---|---|---|
| Founded | 2019 | 1993 |
| HQ | Alicante, Spain | Newtown, United States |
| Team size | 20-50 | 62,000+ |
| Rating | 4.8 / 5 | 4.1 / 5 |
| Primary differentiator | Documented GDPR, HIPAA, ISO 9001, and ISO 27001 compliance on every engagement | Public-company scale (NYSE: EPAM) with financial transparency few competitors offer |
| Pricing model | Fixed-scope project, dedicated team, or paid discovery phase | Retainer or dedicated team, enterprise contracting |
| Min. engagement | Not disclosed | Not disclosed |
| Primary tech stack | Python, PyTorch, TensorFlow | Python, AWS, Azure |
| Industries served | Legal, Private equity & finance, E-learning, Sports & media | Financial services, Healthcare, Retail & e-commerce, Media & entertainment |
Tensorway vs EPAM Systems: overview
Tensorway
A longer-running Alicante, Spain software house with roughly 25 years of prior delivery history spun up Tensorway as a dedicated AI unit in 2019 rather than folding AI work into its existing generalist teams. The unit stays small on purpose, roughly 20-50 deep learning architects, MLOps engineers, ML engineers, and QAs, and every engagement is documented against GDPR, HIPAA, ISO 9001, and ISO 27001 standards, a compliance bar most agencies on this list don't publish. Named work includes an agentic tutor that grades essays 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 for a Swedish private equity firm.
EPAM Systems
EPAM Systems dates to 1993, co-founded in New Jersey and Minsk by Arkadiy Dobkin and Leo Lozner, and has traded on the NYSE as an S&P 500 constituent since 2012. It employed roughly 62,850 people across more than 55 countries at the end of 2025, a scale category no other agency on this list approaches. AI transformation engineering is a marketed practice area, but at this size it functions as part of a much larger digital engineering and cloud transformation business rather than a standalone specialty.
Services and capabilities: Tensorway vs EPAM Systems
| Capability | Tensorway | EPAM Systems |
|---|---|---|
| Generative AI | ✓ | ✓ |
| Machine learning | ✓ | ✓ |
| AI agents | ✓ | ✗ |
| MLOps | ✓ | ✓ |
| AI consulting | ✓ | ✓ |
| Fixed-price projects | ✓ | ✗ |
| Dedicated team model | ✓ | ✓ |
Tech stack comparison: Tensorway vs EPAM Systems
| Framework / platform | Tensorway | EPAM Systems |
|---|---|---|
| Python | ✓ | ✓ |
| PyTorch | ✓ | N/A |
| TensorFlow | ✓ | N/A |
| LangChain | ✓ | N/A |
| AWS | ✓ | ✓ |
| Azure | N/A | ✓ |
| Kubernetes | ✓ | ✓ |
Pricing comparison: Tensorway vs EPAM Systems
| Criterion | Tensorway | EPAM Systems |
|---|---|---|
| Minimum engagement | Not disclosed | Not disclosed |
| Engagement models | Fixed project, Dedicated team, Discovery phase | Dedicated team, Retainer |
| Rate transparency | Not public | Not public |
| Price tier | Mid-market | Mid-market |
Target audience comparison: Tensorway vs EPAM Systems
| Dimension | Tensorway | EPAM Systems |
|---|---|---|
| Best company size | Startup to mid-market | Startup to mid-market |
| Best industries | Legal, Private equity & finance, E-learning | Financial services, Healthcare, Retail & e-commerce |
| Best use cases | Automating a compliance-sensitive manual process in legal, finance, or healthcare., Needing an agency that documents its own compliance posture rather than just claiming it. | Running an AI transformation program spanning multiple business units and regions at once., Needing a publicly-traded vendor for audit or procurement compliance reasons. |
| Typical project type | Fixed project | Dedicated team |
Tensorway vs EPAM Systems: pros and cons
| Tensorway | |
|---|---|
| + | Compliance certification (GDPR, HIPAA, ISO 9001, ISO 27001) is standard, not a premium add-on. |
| + | AI-only team structure avoids the diluted focus of a generalist agency with an AI side practice. |
| + | Draws on its parent company's 25-year delivery track record without losing 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 |
| EPAM Systems | |
|---|---|
| + | Public-company financial disclosure that no private agency on this list can match. |
| + | Scale to staff several large AI programs across regions simultaneously. |
| + | S&P 500 membership lets enterprise procurement teams vet it through standard due diligence. |
| + | Partnerships span all three major cloud hyperscalers. |
| - | AI sits inside an enormous engineering business rather than functioning as a dedicated specialty |
| - | Scale generally means slower onboarding and higher minimum engagement than boutique firms |
Who should choose Tensorway?
A typical fit: automating a compliance-sensitive manual process in legal, finance, or healthcare.
Documented GDPR, HIPAA, ISO 9001, and ISO 27001 compliance 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 EPAM Systems?
A typical fit: running an AI transformation program spanning multiple business units and regions at once.
Public-company scale (NYSE: EPAM) with financial transparency few competitors offer. Minimum engagement is not publicly disclosed. Works best with clients in Financial services, Healthcare, Retail & e-commerce, Media & entertainment.
Decision matrix: Tensorway vs EPAM Systems
| 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 EPAM Systems (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 EPAM Systems
| Use case | Tensorway fit | EPAM Systems fit | Winner |
|---|---|---|---|
| Automating a compliance-sensitive manual process in legal, finance, or healthcare. | Strong | Limited | Tensorway |
| Needing an agency that documents its own compliance posture rather than just claiming it. | Strong | Strong | Both equally |
| Running an AI transformation program spanning multiple business units and regions at once. | Limited | Strong | EPAM Systems |
| Needing a publicly-traded vendor for audit or procurement compliance reasons. | Strong | Strong | Both equally |
| Fixed-price build | Limited | Limited | Both equally |
| Staff augmentation | Limited | Limited | Both equally |
Verdict: Tensorway vs EPAM Systems
Tensorway (4.8/5) is the stronger overall choice for most AI Development projects. Documented GDPR, HIPAA, ISO 9001, and ISO 27001 compliance on every engagement.
EPAM Systems (4.1/5) is worth a look if you need needing a publicly-traded vendor for audit or procurement compliance reasons. If your situation matches that, EPAM Systems is a competitive option.
Related comparisons
Tensorway vs EPAM Systems FAQ
Is Tensorway better than EPAM Systems?
Tensorway (4.8/5) scores higher overall, but "better" depends on your use case. Tensorway's strongest advantage: compliance certification (GDPR, HIPAA, ISO 9001, ISO 27001) is standard, not a premium add-on. EPAM Systems's strongest advantage: public-company financial disclosure that no private agency on this list can match.
How do Tensorway and EPAM Systems differ in pricing?
Tensorway uses fixed-scope project, dedicated team, or paid discovery phase pricing. EPAM Systems uses retainer or dedicated team, enterprise contracting pricing. Neither firm publishes a full rate card; a discovery call is required for project-specific quotes.
Which is better for enterprise: Tensorway or EPAM Systems?
EPAM Systems is the larger team and typically the better enterprise-scale choice. For very large programmes, verify team size and compliance coverage directly with each agency before shortlisting.
What are the main differences between Tensorway and EPAM Systems?
Tensorway's primary differentiator is: documented GDPR, HIPAA, ISO 9001, and ISO 27001 compliance on every engagement. EPAM Systems's primary differentiator is: public-company scale (NYSE: EPAM) with financial transparency few competitors offer. They also differ in team size (20-50 vs 62,000+), minimum engagement (Not disclosed vs Not disclosed), and primary industries served (Legal, Private equity & finance vs Financial services, Healthcare).
Verify all details directly with each agency before making a decision.