KKasiStock AIEvidence verification workspace
Human-in-the-loop gateDemo dashboard

MULTIMODAL EVIDENCE PIPELINE

Extract with AI. Decide with evidence.

GPT‑5.6 interprets shelf images and supplier documents. The merchant must verify uncertainty before any value can enter the deterministic restocking engine.

Authority boundaryAI proposes → Human acceptsNo model output can approve a purchase.

01 · INGEST

Select evidence

Contract 2026-07-18.2

API responses use store: false. Uploaded evidence is validated on the server and is not written into this source repository.

02 · VERIFY

Human evidence review

No extraction loaded

Upload real evidence or load a prepared result to inspect the review workflow.

03 · FREEZE

Accepted snapshot

No accepted snapshot

The optimiser remains blocked until required evidence is reviewed and frozen.