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. Each category is color-coded: market-moving, policy signal, data surprise, pundit clash, or hot take. 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. Signals above 0.70 confidence get a feed post. Above 0.85, a commentary article too. Everything else gets queued for a human editor or dropped.
4. publish. Posts land on the feed instantly. No approvals. No committee.

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