← All works Works · 02
Finance Desk News Radar
Out of the morning’s pile of headlines, it picks the ones that touch your numbers, scores them and sends them over.
01The problem
Finance people skim the news every morning. Most of it has nothing to do with their numbers, and the one story that does often only gets noticed in the afternoon.
02How it works · 3 steps
Collect and sort
Articles come in from a fixed list of sources and get sorted by sector.
Judge and score
An AI model decides whether each article is an opportunity or a threat for us, and adds a priority score and a short summary.
Send the digest
The top scores go out as an HTML digest and an email. Before any model change, the old and new models run side by side and get compared first.
03Screens
04Stack
- Local Python collector
- Scheduled AI-model jobs
- Static HTML view and email digest
- Side-by-side check before a model change (shadow A/B)
05Status
Running
It runs by itself on a schedule. Headlines and scores on the screen are blurred.