UC-135
Editorial Intelligence Factory
A curriculum knowledge graph shows editors what to reuse versus rewrite while GenAI drafts localisations - every output editor-approved.
10-14Build Duration
15-40xIndicative ROI
The Challenge
Localising content across 19 country curricula means re-typing what the group already owns, inside a EUR 10-20M annual editorial pool. Reuse is invisible without a curriculum map.
How It Works
- Ingests the content repository, style guides, curriculum matrices and Pleno item metadata.
- A knowledge graph maps reuse versus rewrite; GenAI drafts localisation between curricula.
- Routes approval-gated drafts and a reuse map with rights visibility to editors.
What It Removes
- Editors re-typing content the group owns
- Reuse invisible across 19 curricula
- Localisation drafted from a blank page
Input Data RequirementsContent repository, style guides, curriculum matrices (BNCC/NEM/MEP), Pleno item-bank metadata
Output FormatReuse map with rights visibility, approval-gated draft localisations
“Editors improve content instead of re-typing it - 20-30% assistance on the editorial pool.”