All workFILE 03 / 04
01
The problem
A newsroom sits on tens of millions of documents no journalist can search fast enough. The archive is an asset only if you can find the right record in seconds, not hours.
02
The constraint
Editorial work runs every day; the search and the apps around it have to stay up, stay accurate, and fit into how the newsroom already writes and publishes.
03
The system
A 30M-document search index behind 15 production AI apps: retrieval, classification, and editorial automation wired into the daily workflow instead of bolted beside it.
FIG. 01 · SYSTEM FLOW · 6 NODES · 5 FLOWS
04
The human in the loop
Editors keep the byline: the apps surface, draft, and route; a person approves before anything publishes.
05
The outcome
30M-document search, 15 production AI apps, and roughly 497 hours saved every 30 days.