THE PIPELINE

How a screenshot becomes a verdict.

Most AI chart tools are a prompt wrapped around a vision model. Verdict is a measurement pipeline with an analyst at the end of it. Here is every stage, in order.

01 · UPLOAD

Full resolution, untouched

Your chart reaches the engine exactly as you exported it. No compression, no downscaling — pixel extraction needs every pixel, so the pipeline preserves them.

02 · EXTRACTION

Candles become data

Computer vision locates the price axis, reads its labels, and measures every candle — open, high, low, close — from the pixels. User drawings, watermarks, and UI furniture are stripped before anything is measured.

03 · STRUCTURE MATH

Deterministic, checkable

Fair value gaps come from the three-candle definition with fill status checked against every later candle. Equal highs and lows require real swing points within tolerance. Sweeps and BOS/CHoCH come from actual swing breaks. Math doesn't hallucinate.

04 · JUDGMENT

The AI grades from facts

The model receives the computed fact sheet and does what it's good at: bias, premium/discount context, the grade, the confidence score, and a cold written read. In verified mode it cannot claim a structure the math didn't find.

05 · THE CARD

One frame, everything

Grade stamp, bias and confidence, observations you can check against the chart, computed overlays placed at exact coordinates, and watch-for triggers with real price levels that feed the re-verdict loop.

THREE MODES, HONESTLY LABELED

Every card tells you how it knows.

Confidence should be earned, not implied. The badge on each verdict names exactly which pipeline produced it.

DATA: VERIFIED

You uploaded candle data directly (CSV/JSON). Structure is computed on exact values — the highest-fidelity mode.

PIXEL: MEASURED

You uploaded a screenshot and extraction succeeded. Structure is computed on candles measured from pixels, typically within a tenth of a percent.

VISION ONLY

Extraction declined this image — too exotic, too compressed, too low-contrast. The AI analyzes visually and the card says so. Treat it as an estimate.

Every miss makes the engine harder to break.

When extraction refuses a chart, that chart becomes an engineering case: the detector gets patched, the chart joins the permanent regression suite, and the engine can never silently fail on that style again. If you hit a chart Verdict won't verify, sending it in is the single most useful thing you can do.

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