Tensorway vs Addepto: full comparison for 2026
Quick verdict
Tensorway (4.6/5) edges ahead of Addepto (4.3/5) overall. Tensorway is the better choice for Fintech, healthcare, retail — boutique EU-based ML vendor. Addepto is the stronger option for companies wanting a Forbes/Deloitte-recognized AI consultancy. The right choice depends on your project size, budget, and required tech stack.
Tensorway vs Addepto: head-to-head summary
| Criterion | Tensorway | Addepto |
|---|---|---|
| Founded | 2019 | 2018 |
| HQ | Alicante, Spain | Warsaw, Poland |
| Team size | 50–249 | 50–100 |
| Rating | 4.6 / 5 | 4.3 / 5 |
| Primary differentiator | AI boutique backed by 20+ years of software delivery experience via parent company | AI consulting boutique with third-party press recognition (Forbes, Deloitte, Financial Times), now part of KMS Technology |
| Pricing model | Dedicated team, fixed project, retainer, time & materials | Project-based, consulting retainer |
| Min. engagement | $10,000+ | Not published |
| Primary tech stack | TensorFlow, PyTorch, OpenCV | Python, TensorFlow, AWS |
| Industries served | FinTech, Healthcare, Retail & E-commerce, EdTech | FinTech, Manufacturing, Retail & E-commerce |
Tensorway vs Addepto: overview
Tensorway
Tensorway was founded in 2019 as an AI-focused unit of an established software development company with 20+ years in the market. Based in Alicante, Spain with a team in the 50–249 band, the firm delivers machine learning, deep learning, computer vision, and NLP projects for fintech, healthcare, retail, and edtech clients, with post-deployment model retraining and 24/7 support included in its engagement model. Because Tensorway operates as a spin-out rather than a fully independent company, prospective clients should confirm current ownership and delivery-team overlap with its parent company before signing.
Addepto
Addepto was founded in Warsaw in 2018 by Data Science enthusiasts Edwin Lisowski and Artur Haponik, delivering AI consulting and data-driven solutions recognized by Forbes, Deloitte, and the Financial Times. In December 2025, Addepto was acquired by KMS Technology, and prospective clients should confirm how delivery teams, pricing, and leadership continuity have changed post-acquisition. Reported employee counts vary from roughly 11–50 to 72, reflecting the transition period around the acquisition.
Services and capabilities: Tensorway vs Addepto
| Capability | Tensorway | Addepto |
|---|---|---|
| Custom ML Models | ✓ | ✓ |
| Computer Vision | ✓ | ✗ |
| NLP | ✓ | ✗ |
| MLOps | ✗ | ✗ |
| Generative AI | ✓ | ✓ |
| AI Consulting | ✗ | ✓ |
Tech stack comparison: Tensorway vs Addepto
| Framework / platform | Tensorway | Addepto |
|---|---|---|
| TensorFlow | ✓ | ✓ |
| PyTorch | ✓ | N/A |
| AWS | ✓ | ✓ |
| Azure | N/A | ✓ |
| Google Cloud | N/A | N/A |
| LangChain | N/A | N/A |
| Hugging Face | N/A | N/A |
| Kubernetes | N/A | N/A |
Pricing comparison: Tensorway vs Addepto
| Criterion | Tensorway | Addepto |
|---|---|---|
| Minimum engagement | $10,000+ | Not published |
| Engagement models | Dedicated team, Fixed project, Retainer, Time & materials | Project-based, Consulting retainer |
| Rate transparency | Minimum disclosed | Not public |
| Price tier | Accessible | Mid-market |
Target audience comparison: Tensorway vs Addepto
| Dimension | Tensorway | Addepto |
|---|---|---|
| Best company size | Startup to mid-market | Startup to mid-market |
| Best industries | FinTech, Healthcare, Retail & E-commerce | FinTech, Manufacturing, Retail & E-commerce |
| Best use cases | Fintech or healthcare startup needs a computer vision or NLP model built with ongoing retraining support., Retail company wants a boutique EU vendor instead of a large outsourcing firm for a scoped ML project. | Company wants an AI consultancy with independent press recognition for vendor due diligence., Client is comfortable evaluating a firm mid-acquisition and confirming continuity directly before signing. |
| Typical project type | Dedicated team | Project-based |
Tensorway vs Addepto: pros and cons
| Tensorway | |
|---|---|
| + | Established project-management and QA processes for predictable, well-documented delivery. |
| + | Post-deployment model retraining and 24/7 support are included rather than sold as a separate line item. |
| + | $10,000+ minimum project size is accessible for mid-sized fintech and healthcare teams, not just large enterprises. |
| + | Focused service scope (ML, DL, computer vision, NLP) avoids the generalist sprawl of larger IT outsourcers. |
| - | 50–249 employee band (per Clutch) is wide, making it hard to confirm how many staff are dedicated specifically to ML work. |
| - | Smaller public case-study footprint than larger regional peers like SoftServe or N-iX. |
| Addepto | |
|---|---|
| + | Press recognition from Forbes, Deloitte, and the Financial Times provides independent third-party validation beyond client testimonials. |
| + | Founder-led AI consulting model since 2018, prior to being acquired. |
| + | Now backed by KMS Technology's broader resources post-acquisition, which may add delivery capacity. |
| - | Acquired by KMS Technology in December 2025 — leadership continuity, pricing, and delivery-team stability during integration are unconfirmed. |
| - | Reported headcount varies significantly across sources (11–50 vs. 72), making current team size hard to pin down. |
| - | Recent acquisition means the company's standalone track record may not reflect how engagements are run going forward. |
Who should choose Tensorway?
A typical fit: fintech or healthcare startup needs a computer vision or NLP model built with ongoing retraining support.
AI boutique backed by 20+ years of software delivery experience via parent company. Minimum engagement starts at $10,000+. Works best with clients in FinTech, Healthcare, Retail & E-commerce, EdTech.
Who should choose Addepto?
A typical fit: company wants an AI consultancy with independent press recognition for vendor due diligence.
AI consulting boutique with third-party press recognition (Forbes, Deloitte, Financial Times), now part of KMS Technology. Minimum engagement starts at Not published. Works best with clients in FinTech, Manufacturing, Retail & E-commerce.
Decision matrix: Tensorway vs Addepto
| 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 ($10,000+) vs Addepto (Not published) |
| You need specialist depth in a specific vertical | Tensorway |
| You need production MLOps support after model launch | Both offer MLOps support |
| You need consulting before committing to a build | Addepto |
Use case fit: Tensorway vs Addepto
| Use case | Tensorway fit | Addepto fit | Winner |
|---|---|---|---|
| Fintech or healthcare startup needs a computer vision or NLP model built with ongoing retraining support. | Strong | Strong | Both equally |
| Retail company wants a boutique EU vendor instead of a large outsourcing firm for a scoped ML project. | Strong | Limited | Tensorway |
| Company wants an AI consultancy with independent press recognition for vendor due diligence. | Strong | Strong | Both equally |
| Client is comfortable evaluating a firm mid-acquisition and confirming continuity directly before signing. | Limited | Strong | Addepto |
| Fixed-scope ML build | Limited | Limited | Both equally |
| Ongoing model retraining | Strong | Limited | Tensorway |
Verdict: Tensorway vs Addepto
Tensorway (4.6/5) is the stronger overall choice for most Machine Learning Development projects. AI boutique backed by 20+ years of software delivery experience via parent company.
Addepto (4.3/5) is worth a look if you need client is comfortable evaluating a firm mid-acquisition and confirming continuity directly before signing. If your situation matches that, Addepto is a competitive option.
Related comparisons
Tensorway vs Addepto FAQ
Is Tensorway better than Addepto?
Tensorway (4.6/5) scores higher overall, but "better" depends on your use case. Tensorway's strongest advantage: established project-management and QA processes for predictable, well-documented delivery. Addepto's strongest advantage: press recognition from Forbes, Deloitte, and the Financial Times provides independent third-party validation beyond client testimonials.
How do Tensorway and Addepto differ in pricing?
Tensorway uses dedicated team, fixed project, retainer, time & materials pricing with a minimum engagement of $10,000+. Addepto uses project-based, consulting retainer pricing with a minimum engagement of Not published. Neither firm publishes a full rate card; a discovery call is required for project-specific quotes.
Which is better for enterprise: Tensorway or Addepto?
Tensorway 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 Addepto?
Tensorway's primary differentiator is: AI boutique backed by 20+ years of software delivery experience via parent company. Addepto's primary differentiator is: AI consulting boutique with third-party press recognition (Forbes, Deloitte, Financial Times), now part of KMS Technology. They also differ in team size (50–249 vs 50–100), minimum engagement ($10,000+ vs Not published), and primary industries served (FinTech, Healthcare vs FinTech, Manufacturing).