About TickerVizion

TickerVizion is a real-time market commentary engine. Every few minutes during market hours it classifies the news that moved and writes a 2–3 sentence take — the kind you'd quote to a colleague, not the kind you'd skim past.

Each post lands on one specific number. The feed sorts the market into market-moving events, policy signals, data surprises, pundit clashes, and hot takes. When a signal is sharp enough, a longer commentary article runs underneath.

This is not a blog and not a dashboard. It's a feed. The unit of content is the take, grounded in the data, delivered within minutes of the event.

Sharp, informed, slightly contrarian, data-aware. Josh Brown meets Matt Levine.

How it works

1. ingest. A financial-news API feeds in articles every few minutes during market hours.
2. classify. An AI classifier assigns each event to one of six categories with a confidence score.
3. generate. Only the highest-conviction signals publish straight to the feed. The next band stays in the editor queue, and the strongest of the published stories also get a commentary article.
4. publish. Posts that clear the gate land on the feed fast. The rest wait for an editor instead of flooding the wire.

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