Tensorway vs Eticas: full comparison for 2026
Quick verdict
Tensorway (4.5/5) edges ahead of Eticas (4.0/5) overall. Tensorway is the better choice for COOs and CFOs wanting a vendor-neutral AI plan. Eticas is the stronger option for public bodies auditing deployed algorithms. The right choice depends on how independent you need the advice to be, your regulatory exposure, and your budget.
Tensorway vs Eticas: head-to-head summary
| Criterion | Tensorway | Eticas |
|---|---|---|
| Founded | 2019 | 2012 |
| HQ | Alicante, Spain | Barcelona, Spain |
| Team size | 50+ | 11–50 |
| Rating | 4.5 / 5 | 4.0 / 5 |
| Primary differentiator | Two-interview method per use case, a written drop list, and a roadmap another vendor can implement | Independent algorithmic audits that measure bias and accuracy in real use |
| Pricing model | Price agreed up front for each scope; cost depends on use-case count, data complexity, assessment depth, and regulatory scope | Audit fees and platform subscriptions; rates on request |
| Min. engagement | Not disclosed | Not disclosed |
| Primary tech stack | EU AI Act, GDPR, DORA | EU AI Act, GDPR, ITACA |
| Industries served | Financial services, Fintech, Insurance, Retail & e-commerce, Legal, Manufacturing | Public sector, Healthcare, Financial services, Social services |
Tensorway vs Eticas: overview
Tensorway
Tensorway is a Spanish AI firm founded in 2019 in Alicante, with a team of more than 50 and advisers who come from a software engineering lineage stretching back more than twenty years. Each candidate use case gets two interviews: one with the person who proposed it and one with the person who actually does the work, since their accounts often differ. Then the data behind each case is traced, costed, and classified under the EU AI Act. The output includes run cost at expected volume, a build sequence with cost per stage, and a list of use cases to drop, each with a reason. The roadmap is written so an internal team or another vendor can implement it, and Tensorway will say so when the honest answer is not to build AI at all. Among its anonymized clients is a German enterprise that used its help to organize more than 200 EU policies (per company website; independently unverifiable).
Eticas
Eticas was founded by Gemma Galdon-Clavell, who led it from research on surveillance and urban policy into algorithmic auditing. A 2019 profile put the team at about 30 people, and current directory estimates range from 11 to 50. Its audits trace the rules behind a system, measure disparate impact on specific groups, and check accuracy in operation, while its ITACA platform adds ongoing monitoring. The firm checks AI that already exists rather than planning new programs.
Services and capabilities: Tensorway vs Eticas
| Capability | Tensorway | Eticas |
|---|---|---|
| Readiness assessment | ✓ | ✗ |
| Use-case prioritization | ✓ | ✗ |
| TCO / ROI modeling | ✓ | ✗ |
| AI governance & EU AI Act | ✓ | ✓ |
| Build vs. buy advice | ✓ | ✗ |
| Independent audit or assurance | ✗ | ✓ |
| Roadmap any vendor can implement | ✓ | ✗ |
| Delivery capability after advice | ✓ | ✗ |
Frameworks and platforms: Tensorway vs Eticas
| Framework / platform | Tensorway | Eticas |
|---|---|---|
| EU AI Act | ✓ | ✓ |
| GDPR | ✓ | ✓ |
| DORA | ✓ | N/A |
| NIST AI RMF | ✓ | N/A |
| ISO/IEC 42001 | ✓ | N/A |
| Azure | N/A | N/A |
| AWS | N/A | N/A |
| Google Cloud | N/A | N/A |
Pricing comparison: Tensorway vs Eticas
| Criterion | Tensorway | Eticas |
|---|---|---|
| Minimum engagement | Not disclosed | Not disclosed |
| Engagement models | Fixed-scope assessment, Multi-use-case advisory, Ongoing advisory | Audit or certification, Ongoing advisory |
| Rate transparency | Not public | Not public |
| Price tier | Mid-market | Mid-market |
Target audience comparison: Tensorway vs Eticas
| Dimension | Tensorway | Eticas |
|---|---|---|
| Best company size | Startup to mid-market | Startup to mid-market |
| Best industries | Financial services, Fintech, Insurance | Public sector, Healthcare, Financial services |
| Best use cases | Deciding which AI use cases are worth funding, and which to drop., EU AI Act classification of candidate use cases before any build. | Bias audits of public-sector algorithms., Ongoing monitoring of a deployed AI system. |
| Typical project type | Fixed-scope assessment | Audit or certification |
Tensorway vs Eticas: pros and cons
| Tensorway | |
|---|---|
| + | Interviews both the sponsor and the person doing the task, which exposes use cases that only look good on slides |
| + | Delivers a written list of ideas to drop, with reasons, alongside the ones to fund |
| + | Roadmaps are written for any implementer, so the advice isn't a sales funnel |
| + | Prices each stage and the run cost at expected volume |
| + | Covers EU AI Act classification, GDPR automated-decision rules, and DORA for financial firms |
| - | Gives no standard timeline, so a multi-team scope can run longer than a buyer expects |
| - | A bench of 50+ is small next to the Big Four for multi-country governance programs |
| - | Advises on ISO/IEC 42001 and NIST AI RMF but holds no certification itself |
| - | Recognition logos on its site come without detail you can verify |
| Eticas | |
|---|---|
| + | Audits come from outside the team that built the system |
| + | Measures bias for specific groups, beyond overall averages |
| + | Ongoing monitoring through its ITACA platform |
| - | Founding date and headquarters vary across sources |
| - | Small team |
| - | Doesn't plan AI portfolios or business cases |
Who should choose Tensorway?
A typical fit: deciding which AI use cases are worth funding, and which to drop.
Two-interview method per use case, a written drop list, and a roadmap another vendor can implement. Minimum engagement is not publicly disclosed. Works best with clients in Financial services, Fintech, Insurance, Retail & e-commerce, Legal, Manufacturing.
Who should choose Eticas?
A typical fit: bias audits of public-sector algorithms.
Independent algorithmic audits that measure bias and accuracy in real use. Minimum engagement is not publicly disclosed. Works best with clients in Public sector, Healthcare, Financial services, Social services.
Decision matrix: Tensorway vs Eticas
| Your situation | Recommended choice |
|---|---|
| You want advice with no build contract attached | Both keep advice separable from delivery |
| Finance needs run costs before approving anything | Tensorway |
| Some of your use cases may be high-risk under the EU AI Act | Both cover AI Act classification |
| You need an outside check on a system already built | Eticas |
| You want the same firm to build what it recommends | Tensorway |
| Your budget is at the lower end | Compare: Tensorway (Not disclosed) vs Eticas (Not disclosed) |
| You need advisers in many countries at once | Tensorway |
Use case fit: Tensorway vs Eticas
| Use case | Tensorway fit | Eticas fit | Winner |
|---|---|---|---|
| Deciding which AI use cases are worth funding, and which to drop. | Strong | Limited | Tensorway |
| EU AI Act classification of candidate use cases before any build. | Strong | Limited | Tensorway |
| Bias audits of public-sector algorithms. | Limited | Strong | Eticas |
| Ongoing monitoring of a deployed AI system. | Limited | Strong | Eticas |
Verdict: Tensorway vs Eticas
Tensorway (4.5/5) is the stronger overall choice for most AI Advisory projects. Two-interview method per use case, a written drop list, and a roadmap another vendor can implement.
Eticas (4.0/5) is worth a look if you need ongoing monitoring of a deployed AI system. If your situation matches that, Eticas is a competitive option.
Related comparisons
Tensorway vs Eticas FAQ
Is Tensorway better than Eticas?
Tensorway (4.5/5) scores higher overall, but "better" depends on your use case. Tensorway's strongest advantage: interviews both the sponsor and the person doing the task, which exposes use cases that only look good on slides. Eticas's strongest advantage: audits come from outside the team that built the system.
How do Tensorway and Eticas differ in pricing?
Tensorway's pricing: price agreed up front for each scope; cost depends on use-case count, data complexity, assessment depth, and regulatory scope. Eticas's pricing: audit fees and platform subscriptions; rates on request. Any hourly bands shown come from Clutch, not a published rate card, so a scoping call is still needed for a project quote.
Which is better for enterprise: Tensorway or Eticas?
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 firm before shortlisting.
What are the main differences between Tensorway and Eticas?
Tensorway's primary differentiator is: two-interview method per use case, a written drop list, and a roadmap another vendor can implement. Eticas's primary differentiator is: independent algorithmic audits that measure bias and accuracy in real use. They also differ in team size (50+ vs 11–50), minimum engagement (Not disclosed vs Not disclosed), and primary industries served (Financial services, Fintech vs Public sector, Healthcare).
Verify all details directly with each firm before making a decision.