Guide
Guide: automated news monitoring with AI
How to build a flow that catches industry news, filters out noise and gives the newsroom a head start.
1 Sept 20265 minAheadline
News monitoring is not about reading everything — it is about missing the right things. Here is how we set up the flow with Aheadline.
Define the beat
Start with ten topics and ten competitors. Broader monitoring adds noise, not insight.
Let AI summarise, not decide
The model compresses and clusters. The newsroom decides what gets published.
Measure reaction time
Time from news breaking to published commentary is the only number that shows whether monitoring works.
Frequently asked
- Does AI replace the newsroom?
- No. AI compresses and clusters the material; people decide angle, sources and publication.