#2 of 16 AI agencies in Madrid
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Instituto de Ingeniería del Conocimiento
Madrid, Spain
About
The Instituto de Ingeniería del Conocimiento is a non-profit research institute on the Universidad Autónoma de Madrid campus, building machine-learning, language-technology and forecasting systems for companies and public bodies.
Who They Work With
Spanish utilities, public hospitals and large employers bringing a forecasting, clinical-data or Spanish-language modeling problem.
Based on 10 client engagements with a source URL · researched 24 Sept 2026
Our Take
Fifty-seven project write-ups are published, from 2015 to 2026, and the named clients among them are mostly Spanish utilities, energy companies and public hospitals—the newest named engagement is a reservoir-inflow forecasting system implemented for Canal de Isabel II, Madrid's public water company, built to catch flow peaks in the region's headwater reservoirs.
The two generative-AI systems with the strongest figures name no client: a call-quality checker for an energy company cut the calls reviewed to surface 100 protocol breaches from 2,000 to 204, and a retrieval-augmented assistant for an international textile group is stated to run in more than 700 stores, scoring 4.52 out of 5 on an annotated test set.
The clearest named production system is SIPRESOLAR, a solar-generation forecast the write-up says is in operation at Red Eléctrica, Spain's grid operator, with maintenance provided by the institute—though that page is among the site's oldest and gives no accuracy figure.
A weaker fit for a buyer outside Spain: every client named in a project write-up is Spanish.
Key strengths
- A non-profit R&D center founded in 1989, whose associates are IBM España, Grupo Santander, MAPFRE and the Universidad Autónoma de Madrid—backers of the institute, as the site states, not clients
- 93 models and 22 datasets on the institute's Hugging Face account, including the RigoBERTa Spanish models and four clinical Spanish NLP evaluation sets, so method can be inspected before a call
- Four named public-health engagements: sepsis alerts at Hospital Son Llàtzer, labor-induction support at Fuenlabrada, allergy coding for SERMAS and a residents' skills test at La Princesa
Good to know
- 23 of the 57 write-ups date from 2016 or earlier, and the two generative-AI systems with the strongest figures name no client—ask for a reference from work delivered in the last two years
- SERMAS and La Princesa are described as pilots, Redeia as an exploratory project and Garrigues as joint research—ask which named systems are still running
- Prosegur, Correos and Repsol hired the institute for selection tests and network analysis rather than machine learning—check that references match the problem you are bringing
Reviewed by Gabor Kiss
Founder & Curator, AIAgencies.eu · 24 Sept 2026
Based on the agency's publicly available portfolio. Own this agency? Claim your profile to provide additional context or request a review update.
Notable Clients
Every engagement documented in a published case study
Documented engagements: Canal de Isabel II, Red Eléctrica (Redeia), Garrigues, Repsol, Hospital Son Llàtzer, Hospital Universitario de Fuenlabrada, SERMAS (Servicio Madrileño de Salud), Hospital Universitario de La Princesa, Prosegur, and Correos. All 10 carry a source URL on file.
Industries
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