How chart analysis works

The pipeline from image to research summary, step by step.

Ticker AI combines on-device vision with a secure backend model. Nothing about your chart is guessed silently, and every result is framed as research rather than instruction.

  1. On-device Vision squares the chart, reads visible text, and detects the plotting area.
  2. You confirm the exact asset, timeframe and venue.
  3. For confirmed assets, Ticker AI fetches a verified market snapshot and recent, timestamped news.
  4. A vision-language model describes the structure, indicators and possible scenarios, with an explicit confidence level.
  5. The result is validated against a strict schema before you see it, so sections are consistent and sourced.

Ticker AI describes what a chart shows. It does not predict the next candle, and it never presents a scenario as a certainty.

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