Technical knowledge management and R&D with generative AI

Why

To turn researchers' experience into organizational memory.

How

Three design decisions:

• One flow: create → review → approve → publish.
• Invesa's own context, not generic content.
• Only what a peer approves enters the library.

What we achieved

A workspace where a researcher:

1. Creates a technical document from a template based on its type.
2. Adds inputs: tests, images, audio, datasets and PDFs.
3. Develops it with contextual AI assistance grounded in existing knowledge.
4. Receives an automatic quality review.
5. Submits it to peer review with a formal decision.
6. Once approved, publishes it, classified, in a searchable institutional library.

Project overview

Updated: 2026-10-23