Verifiable experience

Experience and case studies: AI applied to real knowledge, context and processes

We present projects with their problem, scope, knowledge and context architecture, governance controls and measured results whenever they can be published.

Featured case studies

Projects where we have applied knowledge, context and governed AI to real needs.

Public sector · Justice

AI4Justice

Assisting legal professionals with case files and case law through controlled generation, evidence and human validation. Cognitive Digital Twin of the legal domain; contextual retrieval; explainability; Human-in-the-Loop.

Public sector · Citizen services

ElMeuGencat

Guidance on public information and services through a contextual base of institutional knowledge. Semantic onboarding; Knowledge Graph; context per user/segment; governed assistant.

Corporate · Proposals

Mitsubishi Electric

Support for generating commercial proposals using the domain's technical and documentary knowledge. Structured knowledge; proposal context; controlled generation; reuse.

Corporate · Learning

Repsol

Copilot for support and practical assessment in learning environments. Contextual assistant; personalization; user support; documentary evidence.

Public health

HealthQuery

Natural-language queries on health data, transformed into structured queries with verifiable results. Ontologies; Graph/SQL; semantic context; traceability of query and result.

Industry · European R&D

PROBIO-AI

Cognitive Digital Twin applied to liquid probiotic manufacturing and human-AI collaboration. Industrial knowledge; protocols; process; experts; governed context for people and systems.

How we document a case study

Each case study explains what problem existed, in what context, what solution was applied and what results it achieved.

Problem

What real need existed and why a conventional approach wasn't enough.

Context

Sources, domain, processes, users and constraints.

Solution

Which part of GIC was used and which integrations were built.

Evidence

Results, public references and verifiable metrics when available.

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