Tensorway vs RTS Labs: full comparison for 2026
Quick verdict
Tensorway (4.4/5) edges ahead of RTS Labs (3.8/5) overall. Tensorway is the better choice for mid-market leaders wanting a costed AI roadmap fast. RTS Labs is the stronger option for US firms testing one AI idea on a small budget. The right choice depends on the size of your program, your budget, and whether you want the same firm to build what it recommends.
Tensorway vs RTS Labs: head-to-head summary
| Criterion | Tensorway | RTS Labs |
|---|---|---|
| Founded | 2019 | 2010 |
| HQ | Alicante, Spain | Glen Allen, USA |
| Team size | 50+ | 100+ |
| Rating | 4.4 / 5 | 3.8 / 5 |
| Primary differentiator | A 3–6 week strategy engagement that ends in a sequenced, costed roadmap the same team can build | The lowest entry point reviewed here, with feasibility proofs in place of strategy decks |
| Pricing model | Scoped to complexity with no published rates; strategy engagements usually run 3–6 weeks | $25–$49/hr (Clutch band); fixed-scope proofs of concept |
| Min. engagement | Not disclosed | $5,000+ (Clutch) |
| Primary tech stack | EU AI Act, GDPR, NIST AI RMF | AWS, Azure, Python |
| Industries served | Financial services, Private equity, Legal, Retail & e-commerce, Education, Media | Logistics, Financial services, Healthcare, Manufacturing, Retail |
Tensorway vs RTS Labs: overview
Tensorway
Tensorway is an AI consulting and engineering firm founded in 2019 in Alicante, Spain, with a team of more than 50. Strategy work here is short. Engagements usually take three to six weeks and end in a roadmap that prices and orders each use case, with its risks named. If a company already runs AI that isn't paying off, it can buy a separate solution audit instead, which looks at data readiness and the causes of underperformance and estimates the effort to fix them. Its consultants draw on a software engineering track record of more than twenty years, and many clients move on to development with the same team. The case it leads with is a Swedish private equity fund whose AI agent system cut deal-sourcing time by 80% and screens 5,000+ opportunities in hours (per company website; independently unverifiable). It publishes no rates and promises no return on investment (ROI) up front; estimates come from the client's own data and goals.
RTS Labs
RTS Labs is based in the Richmond, Virginia area and says it has 100+ US-based employees (per company website; independently unverifiable). It gives its founding year as 2010, while Clutch lists 2012. The firm says outright that it doesn't deliver strategy decks. Its version of strategy is a feasibility study and proof of concept with a return-on-investment check. Clutch lists $25–$49 an hour and a $5,000+ minimum, the lowest entry point of any firm reviewed here.
Services and capabilities: Tensorway vs RTS Labs
| Capability | Tensorway | RTS Labs |
|---|---|---|
| Readiness assessment | ✓ | ✓ |
| Use-case prioritization | ✓ | ✗ |
| TCO / ROI modeling | ✓ | ✓ |
| AI governance & EU AI Act | ✓ | ✗ |
| Build vs. buy advice | ✓ | ✓ |
| Audit of live AI programs | ✓ | ✗ |
| Change management | ✗ | ✗ |
| Can build what it recommends | ✓ | ✓ |
Frameworks and platforms: Tensorway vs RTS Labs
| Framework / platform | Tensorway | RTS Labs |
|---|---|---|
| EU AI Act | ✓ | N/A |
| GDPR | ✓ | N/A |
| NIST AI RMF | ✓ | N/A |
| AWS | N/A | ✓ |
| Azure | N/A | ✓ |
| Google Cloud | N/A | N/A |
| Databricks | N/A | N/A |
| Snowflake | ✓ | ✓ |
Pricing comparison: Tensorway vs RTS Labs
| Criterion | Tensorway | RTS Labs |
|---|---|---|
| Minimum engagement | Not disclosed | $5,000+ (Clutch) |
| Engagement models | Strategy & roadmap engagement, AI solution audit, Ongoing advisory, Delivery team | Readiness assessment, Delivery team |
| Rate transparency | Not public | Minimum disclosed |
| Price tier | Mid-market | Accessible |
Target audience comparison: Tensorway vs RTS Labs
| Dimension | Tensorway | RTS Labs |
|---|---|---|
| Best company size | Startup to mid-market | Startup to mid-market |
| Best industries | Financial services, Private equity, Legal | Logistics, Financial services, Healthcare |
| Best use cases | Building a sequenced AI roadmap with cost and risk per stage before a budget cycle., Auditing an AI program that is live but missing its targets. | Testing one AI idea with a proof of concept before funding it., Logistics and supply-chain models for mid-size US companies. |
| Typical project type | Strategy & roadmap engagement | Readiness assessment |
Tensorway vs RTS Labs: pros and cons
| Tensorway | |
|---|---|
| + | Strategy work is time-boxed at three to six weeks, so a board sees a roadmap within one quarter |
| + | The roadmap prices each stage and names its risks, which gives finance something to approve or cut line by line |
| + | Offers a separate audit for AI programs that are live and underperforming, a case many strategy firms don't scope on its own |
| + | The same team can build what it recommends, so nobody has to brief a second vendor on the plan |
| + | Will tell you when a use case isn't worth building and drop it from the plan |
| + | Covers EU AI Act scoping and GDPR rules on automated decisions inside the strategy work |
| - | Much smaller than the big strategy houses on organizational design and change management for thousands of staff |
| - | No published rates or project minimum, so the budget stays unknown until scoping |
| - | No certifications or named cloud-partner tier appear on its pages |
| - | Recognition logos on its site (Clutch, Fortune, and others) come with no detail you can check |
| RTS Labs | |
|---|---|
| + | A $5,000+ Clutch minimum is the lowest entry point reviewed here |
| + | Proofs of concept test an idea on real data before a big commitment |
| + | Return-on-investment checks are part of the feasibility work |
| + | All-US team for clients that need domestic staff |
| - | Deliberately light on strategy, so a company-wide roadmap is outside its scope |
| - | US-only team with no European regulatory work |
| - | Founding year and headcount differ between its own site and Clutch |
Who should choose Tensorway?
A typical fit: building a sequenced AI roadmap with cost and risk per stage before a budget cycle.
A 3–6 week strategy engagement that ends in a sequenced, costed roadmap the same team can build. Minimum engagement is not publicly disclosed. Works best with clients in Financial services, Private equity, Legal, Retail & e-commerce, Education, Media.
Who should choose RTS Labs?
A typical fit: testing one AI idea with a proof of concept before funding it.
The lowest entry point reviewed here, with feasibility proofs in place of strategy decks. Minimum engagement starts at $5,000+ (Clutch). Works best with clients in Logistics, Financial services, Healthcare, Manufacturing, Retail.
Decision matrix: Tensorway vs RTS Labs
| Your situation | Recommended choice |
|---|---|
| Your board wants a costed, sequenced roadmap within a quarter | Tensorway |
| You already run AI that is missing its targets | Tensorway |
| Regulators will ask how each AI system is governed | Tensorway |
| AI will change roles and processes for many staff | Neither; plan change management separately |
| You want the strategy firm to build the result too | Both can deliver after the strategy |
| Your budget is at the lower end | Compare: Tensorway (Not disclosed) vs RTS Labs ($5,000+ (Clutch)) |
| You need a large team across many countries | RTS Labs |
Use case fit: Tensorway vs RTS Labs
| Use case | Tensorway fit | RTS Labs fit | Winner |
|---|---|---|---|
| Building a sequenced AI roadmap with cost and risk per stage before a budget cycle. | Strong | Limited | Tensorway |
| Auditing an AI program that is live but missing its targets. | Strong | Limited | Tensorway |
| Testing one AI idea with a proof of concept before funding it. | Limited | Strong | RTS Labs |
| Logistics and supply-chain models for mid-size US companies. | Limited | Strong | RTS Labs |
Verdict: Tensorway vs RTS Labs
Tensorway (4.4/5) is the stronger overall choice for most AI Strategy Consulting projects. A 3–6 week strategy engagement that ends in a sequenced, costed roadmap the same team can build.
RTS Labs (3.8/5) is worth a look if you need logistics and supply-chain models for mid-size US companies. If your situation matches that, RTS Labs is a competitive option.
Related comparisons
Tensorway vs RTS Labs FAQ
Is Tensorway better than RTS Labs?
Tensorway (4.4/5) scores higher overall, but "better" depends on your use case. Tensorway's strongest advantage: strategy work is time-boxed at three to six weeks, so a board sees a roadmap within one quarter. RTS Labs's strongest advantage: a $5,000+ Clutch minimum is the lowest entry point reviewed here.
How do Tensorway and RTS Labs differ in pricing?
Tensorway's pricing: scoped to complexity with no published rates; strategy engagements usually run 3–6 weeks. RTS Labs's pricing: $25–$49/hr (Clutch band); fixed-scope proofs of concept with a minimum engagement of $5,000+ (Clutch). 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 RTS Labs?
RTS Labs is the larger team and typically the better enterprise-scale choice. For very large programmes, verify team size and compliance coverage directly with each consultant before shortlisting.
What are the main differences between Tensorway and RTS Labs?
Tensorway's primary differentiator is: a 3–6 week strategy engagement that ends in a sequenced, costed roadmap the same team can build. RTS Labs's primary differentiator is: the lowest entry point reviewed here, with feasibility proofs in place of strategy decks. They also differ in team size (50+ vs 100+), minimum engagement (Not disclosed vs $5,000+ (Clutch)), and primary industries served (Financial services, Private equity vs Logistics, Financial services).
Verify all details directly with each consultant before making a decision.