Tensorway vs Deeper Insights: full comparison for 2026
Last updated: July 2026
Quick verdict
Tensorway (4.6/5) edges ahead of Deeper Insights (4.3/5) overall. Tensorway is the better choice for mid-market fintech, energy, and supply-chain companies that want a boutique team building production forecasting models without enterprise-consultancy overhead.. Deeper Insights is the stronger option for enterprises across healthcare, real estate, and financial services wanting a UK-based AI consultancy with a research-heavy bench.. The right choice depends on your project size, budget, and required tech stack.
Tensorway vs Deeper Insights: head-to-head summary
| Criterion | Tensorway | Deeper Insights |
|---|---|---|
| Founded | 2019 | 2014 |
| HQ | Alicante, Spain (secondary office in San Mateo, California) | London, United Kingdom |
| Team size | 50–249 | Not disclosed |
| Rating | 4.6 / 5 | 4.3 / 5 |
| Best for | Mid-market fintech, energy, and supply-chain companies that want a boutique team building production forecasting models without enterprise-consultancy overhead. | Enterprises across healthcare, real estate, and financial services wanting a UK-based AI consultancy with a research-heavy bench. |
| Pricing model | Fixed project, Time & Materials | Consulting engagement |
| Min. engagement | $10,000+ | Not published |
| Primary tech stack | Python, PyTorch, TensorFlow | Python, Data science pipelines, Document intelligence tooling |
| Industries served | Fintech, Energy & Utilities, Logistics, Private Equity | Healthcare, Financial Services, Retail/E-commerce, Manufacturing |
Tensorway vs Deeper Insights: overview
Tensorway
Tensorway is an AI development company founded in 2019 in Alicante, Spain, that emerged from Anadea's applied R&D unit as interest in AI grew inside the older software firm. It builds custom forecasting models and ML-powered products for clients in fintech, supply chain, and energy, alongside computer vision, NLP, and generative AI work. The company maintains a secondary office in San Mateo, California, giving it delivery reach into US time zones alongside its Spanish legal HQ. Notable clients include StreetEasy, Admirals, and MoneyZen (per company website).
Deeper Insights
Deeper Insights is a London, UK AI and data-science consultancy founded in 2014, with a team reported to hold 500+ citations and patents globally (per company website) — pointing to a research-oriented bench rather than a purely staffing-based delivery model. It serves healthcare, real estate, financial services, retail, recruitment, and manufacturing clients through AI consulting, data science, machine learning, and document intelligence work. Team size is not publicly disclosed.
Services and capabilities: Tensorway vs Deeper Insights
| Capability | Tensorway | Deeper Insights |
|---|---|---|
| ML Development | ✓ | ✓ |
| AI Consulting | ✓ | ✓ |
| Computer Vision | ✗ | ✗ |
| NLP | ✓ | ✗ |
| Generative AI | ✓ | ✗ |
| MLOps | ✗ | ✗ |
| Data Engineering | ✗ | ✓ |
| Staff Augmentation | ✗ | ✗ |
Tech stack comparison: Tensorway vs Deeper Insights
| Framework / platform | Tensorway | Deeper Insights |
|---|---|---|
| Python | ✓ | ✓ |
| AWS | ✓ | N/A |
| Microsoft Azure | N/A | N/A |
| Google Cloud | N/A | N/A |
| Kubernetes | N/A | N/A |
| PyTorch | ✓ | N/A |
| LangChain | ✓ | N/A |
| Databricks | N/A | N/A |
Pricing comparison: Tensorway vs Deeper Insights
| Criterion | Tensorway | Deeper Insights |
|---|---|---|
| Minimum engagement | $10,000+ | Not published |
| Engagement models | Fixed project, Time & Materials, Dedicated team | Consulting retainer, Fixed project |
| Rate transparency | Minimum disclosed | Not public |
| Price tier | Accessible | Enterprise / mid-market |
Target audience comparison: Tensorway vs Deeper Insights
| Dimension | Tensorway | Deeper Insights |
|---|---|---|
| Best company size | Startup to mid-market | Startup to mid-market |
| Best industries | Fintech, Energy & Utilities, Logistics | Healthcare, Financial Services, Retail/E-commerce |
| Best use cases | Fintech fraud detection and forecasting models, Customer segmentation for e-commerce | Document intelligence and processing systems, Healthcare data science projects |
| Typical project type | Fixed project | Consulting retainer |
Tensorway vs Deeper Insights: pros and cons
| Tensorway | |
|---|---|
| + | Deep specialization in forecasting and NLP rather than a broad generalist service menu |
| + | Dual Spain/California presence supports both EU and US client time zones |
| + | $10K minimum engagement keeps the door open to smaller pilot projects |
| + | Direct founder involvement in client engagements (per company website) |
| - | 50–249 employee band spans two office locations, so the ML team size for a specific project is unclear |
| - | Public case study count is modest compared to larger regional players |
| - | Precise relationship structure with parent company Anadea is not detailed beyond a shared founding team (per company website; independently unverifiable) |
| Deeper Insights | |
|---|---|
| + | Founded 2014 with a decade of UK market presence |
| + | 500+ citations and patents across the team signals genuine research depth (per company website; independently unverifiable at the individual level) |
| + | Wide industry coverage from healthcare to real estate to manufacturing |
| + | London HQ gives strong access to UK financial-services and enterprise buyers |
| - | Team size is not publicly disclosed, making capacity planning harder for prospective clients to assess |
| - | Named enterprise clients are described generically rather than listed, limiting independent verification |
| - | AI SEO service line suggests some revenue diversification away from core ML delivery |
Who should choose Tensorway?
Tensorway is the right choice for mid-market fintech, energy, and supply-chain companies that want a boutique team building production forecasting models without enterprise-consultancy overhead..
Spun out of Anadea's applied R&D unit in 2019, giving it a mature delivery bench uncommon for a five-year-old AI boutique.. Minimum engagement starts at $10,000+. Works best with clients in Fintech, Energy & Utilities, Logistics, Private Equity.
Who should choose Deeper Insights?
Deeper Insights is the right choice for enterprises across healthcare, real estate, and financial services wanting a UK-based AI consultancy with a research-heavy bench..
Team holds 500+ citations and patents globally (per company website), signaling research depth rather than a purely delivery-focused staffing model.. Minimum engagement starts at Not published. Works best with clients in Healthcare, Financial Services, Retail/E-commerce, Manufacturing.
Decision matrix: Tensorway vs Deeper Insights
| 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 Deeper Insights (Not published) |
| 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 Deeper Insights
| Use case | Tensorway fit | Deeper Insights fit | Winner |
|---|---|---|---|
| Fintech fraud detection and forecasting models | Strong | Limited | Tensorway |
| Customer segmentation for e-commerce | Strong | Limited | Tensorway |
| Document intelligence and processing systems | Limited | Strong | Deeper Insights |
| Healthcare data science projects | Limited | Strong | Deeper Insights |
| Fixed-price build | Limited | Limited | Both equally |
| Staff augmentation | Limited | Limited | Both equally |
Verdict: Tensorway vs Deeper Insights
Tensorway (4.6/5) is the stronger overall choice for most Machine Learning Development projects. Spun out of Anadea's applied R&D unit in 2019, giving it a mature delivery bench uncommon for a five-year-old AI boutique.. It is best for mid-market fintech, energy, and supply-chain companies that want a boutique team building production forecasting models without enterprise-consultancy overhead..
Deeper Insights (4.3/5) is the better choice when enterprises across healthcare, real estate, and financial services wanting a UK-based AI consultancy with a research-heavy bench.. If your situation matches those criteria, Deeper Insights is a competitive option.
Related comparisons
Tensorway vs Deeper Insights FAQ
Is Tensorway better than Deeper Insights?
Tensorway (4.6/5) scores higher overall, but "better" depends on your use case. Tensorway is better for mid-market fintech, energy, and supply-chain companies that want a boutique team building production forecasting models without enterprise-consultancy overhead.. Deeper Insights is better for enterprises across healthcare, real estate, and financial services wanting a UK-based AI consultancy with a research-heavy bench..
How do Tensorway and Deeper Insights differ in pricing?
Tensorway uses fixed project, time & materials pricing with a minimum engagement of $10,000+. Deeper Insights uses consulting engagement 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 Deeper Insights?
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 Deeper Insights?
Tensorway's primary differentiator is: spun out of anadea's applied r&d unit in 2019, giving it a mature delivery bench uncommon for a five-year-old ai boutique.. Deeper Insights's primary differentiator is: team holds 500+ citations and patents globally (per company website), signaling research depth rather than a purely delivery-focused staffing model.. They also differ in team size (50–249 vs Not disclosed), minimum engagement ($10,000+ vs Not published), and primary industries served (Fintech, Energy & Utilities vs Healthcare, Financial Services).
Last reviewed: July 2026. Verify all details directly with each company before making a decision.