Tensorway
Editor's pick #1AI consulting practice that runs its own 11-step methodology before writing code
What is Tensorway?
Tensorway is the applied-AI unit of a longer-running Alicante, Spain software house with roughly 25 years of prior delivery history, set up in 2019 as a standalone team of 20-50 deep learning architects, MLOps engineers, ML engineers, and QAs. Its consulting practice follows a documented 11-step process, from challenge understanding and data profiling through feasibility study and model validation, and it explicitly separates strategy work from build work while keeping both under the same team. Strategy engagements typically take 3-6 weeks depending on data volume and business complexity, and the firm states its goal is identifying AI use cases with real return rather than ones that just sound impressive.
Tensorway works primarily with clients in Legal, Private equity & finance, E-learning, Sports & media sectors. Its primary differentiator is: Documented 11-step consulting methodology, from data profiling through model validation.
Tensorway tech stack and services
| Service area |
|---|
| AI Consulting |
| Generative AI |
| Machine Learning |
| Data Engineering |
| MLOps |
Tensorway pricing
Short answer: Tensorway uses a fixed-scope project, dedicated team, or paid discovery phase pricing approach. Minimum engagement is not publicly disclosed; a discovery call is required.
| Engagement model | Typical range | Best for |
|---|---|---|
| Fixed project | From not disclosed | Well-defined scope |
| Dedicated team | Variable; depends on team size | Large programmes or team augmentation |
| Discovery phase | Variable; depends on team size | Large programmes or team augmentation |
Tensorway pros and cons
| Advantages | Things to consider |
|---|---|
| +Strategy and implementation come from the same team, avoiding the handoff gap between a consulting firm and a separate build vendor. | -A 20-50 person team caps how many large strategy engagements can run in parallel |
| +Documented 11-step methodology gives clients a concrete process to evaluate, not a vague framework. | -No fixed pricing published, so budgeting requires a direct conversation before scoping |
| +Certified against GDPR, HIPAA, ISO 9001, and ISO 27001 as standard. | |
| +Draws on its parent company's 25 years of delivery infrastructure without diluting AI focus. | |
| +Named clients recognized by Clutch, PMI, Fortune, and Manifest, per company website. |
Tensorway vs alternatives
How Tensorway compares to the other top AI Consulting companies.
| Company | Best for | Key difference | Rating | Compare |
|---|---|---|---|---|
| QuantumBlack, AI by McKinsey | Enterprises wanting McKinsey-backed AI strategy with real engineering... | Formula 1 analytics origin, now McKinsey's dedicated 1,000-plus person AI arm | 4.6 | Full comparison |
| BCG X | Enterprises wanting BCG strategy paired with an in-house... | 3,000-plus in-house technologists building solutions, not just advising on them | 4.5 | Full comparison |
| IBM Consulting | IBM-platform enterprises wanting AI consulting tied to watsonx. | 160,000-person global consultancy with direct ties to IBM's own AI platform | 4.3 | Full comparison |
| Cognizant | Large enterprises wanting AI consulting from an established... | 349,800-person global IT services firm repositioning explicitly around AI delivery | 4.2 | Full comparison |
| Capgemini Invent | European enterprises wanting AI strategy from a Paris-based... | 17,000-plus person strategy and design brand backed by the wider Capgemini Group | 4.2 | Full comparison |
| Deloitte | Global enterprises wanting AI strategy from a Big... | Largest professional services network globally, with a dedicated AI Institute | 4.1 | Full comparison |
| PwC | Enterprises wanting AI consulting bundled with broader Big... | 370,000-person global network with AI consulting inside its digital transformation practice | 4.1 | Full comparison |
| KPMG | Enterprises wanting productized AI tools alongside Big Four... | Named AI products (aIQ, Mystro) rather than purely bespoke consulting engagements | 4.1 | Full comparison |
| EPAM Systems | Enterprises wanting AI consulting paired directly with engineering... | Engineering-heavy consulting model, pairing strategy advisors with the technical build team | 4.1 | Full comparison |
| Accenture | Global enterprises running AI consulting across many business... | 60,000-plus trained generative AI practitioners inside a global consulting organization | 4.1 | Full comparison |
| Infosys | Global enterprises needing AI consulting inside a full... | One of the world's largest IT services firms with a dedicated London-based consulting arm | 4.0 | Full comparison |
| Grid Dynamics | Enterprises wanting a publicly-audited AI consulting and delivery... | Nasdaq listing (GDYN) with quarterly financial disclosure | 4.0 | Full comparison |
| Andersen | Enterprises wanting AI consulting paired with broad platform... | 3,500-plus specialists across 20 global offices with a named AI consulting practice | 4.0 | Full comparison |
| ITRex Group | Enterprises wanting AI strategy grounded in existing data... | Fifteen-plus years combining AI consulting with the data engineering it depends on | 4.0 | Full comparison |
| Sigma Software Group | Nordic and EU enterprises wanting AI consulting from... | Nordic (Swedish) legal entity, distinct from the Central and Eastern European base most peers use | 4.0 | Full comparison |
| Exadel | Enterprises wanting AI consulting as part of a... | Over 25 years of enterprise technology consulting history predating most AI-focused competitors | 4.0 | Full comparison |
| N-iX | Enterprises wanting AI readiness assessment paired with cloud... | 50-plus delivered AI projects with named enterprise clients like Bosch and Siemens | 4.0 | Full comparison |
| Innowise Group | Buyers wanting AI consulting with a direct path... | AI consulting as an entry point into full-cycle delivery under one 2,000-plus person firm | 4.0 | Full comparison |
| Coherent Solutions | Enterprises wanting AI consulting with a choice of... | Nine-country offshore delivery network built over three decades | 3.9 | Full comparison |
| Valiance Solutions | Government agencies needing explainable AI strategy. | Real government procurement experience, uncommon among AI consultancies | 3.9 | Full comparison |
| HYS Enterprise | EU clients wanting Netherlands-based AI consulting with Poland... | Amsterdam legal entity with an Eastern European delivery hub for EU-based contracting | 3.9 | Full comparison |
| Belitsoft | Teams wanting AI consulting from an established staff... | Twenty years of outsourcing delivery with AI consulting added as a distinctly recent practice | 3.9 | Full comparison |
| DataRoot Labs | Startups needing applied AI research consulting capacity. | Research-oriented engagement style built for startup speed, not enterprise procurement | 3.9 | Full comparison |
| InData Labs | Teams needing data science consulting before an AI... | Data-science-first heritage predating the generative AI branding wave | 3.9 | Full comparison |
| SoftKraft | Startups on tight budgets needing AI strategy advice. | Small dedicated team priced for startup budgets, not enterprise rates | 3.9 | Full comparison |
| Softermii | Teams needing AI consulting inside a broader product... | Full-stack product development capability layered with newer AI consulting service lines | 3.9 | Full comparison |
| Simform | Enterprises pairing AI consulting with a larger cloud... | 1,400-plus engineers spanning six continents inside one accountable vendor | 3.9 | Full comparison |
| 10Pearls | Enterprises wanting AI consulting bundled with digital transformation. | Two decades of digital transformation delivery with AI consulting as an established add-on | 3.9 | Full comparison |
| DataArt | Enterprises in finance or healthcare needing AI consulting... | Nearly 30 years of engineering history across 30-plus global delivery locations | 3.9 | Full comparison |
| Intellectsoft | Enterprises wanting AI consulting alongside blockchain or IoT... | Combines AI consulting with blockchain and IoT engineering under one roof | 3.9 | Full comparison |
| 10Clouds | Product teams wanting AI strategy folded into UX... | AI consulting treated as one integrated capability inside full product design | 3.9 | Full comparison |
Tensorway FAQ
What is Tensorway?
AI consulting practice that runs its own 11-step methodology before writing code
How much does Tensorway charge?
Tensorway uses fixed-scope project, dedicated team, or paid discovery phase pricing. Minimum engagement is not publicly disclosed. A discovery call is required to get project-specific quotes.
What tech stack does Tensorway use?
Tensorway works with Python, PyTorch, TensorFlow, LangChain, LangGraph, AWS, Google Cloud, Kubernetes, Pinecone. Primary industries served include Legal, Private equity & finance, E-learning, Sports & media.
Is Tensorway right for enterprise?
Buyers wanting consulting and build from the same accountable team. 20-50 team size. Key consideration: A 20-50 person team caps how many large strategy engagements can run in parallel.
What are the best Tensorway alternatives?
The best alternatives to Tensorway depend on your use case. Top options are:
- QuantumBlack, AI by McKinsey: formula 1 analytics origin, now mckinsey's dedicated 1,000-plus person ai arm
- BCG X: 3,000-plus in-house technologists building solutions, not just advising on them
- IBM Consulting: 160,000-person global consultancy with direct ties to ibm's own ai platform
Compare Tensorway with other AI Consulting companies
Verify all details directly with Tensorway before making a decision.