Production surface — everything below is what the live dashboard would show. This fold is for the presenter.

Talk track. They said the cold cases are 33% of profit — empty shelves are the lever, and we measure empty time, not dollars. This version does not know the SKU — only where to walk. It is what the pilot ships on day one; product names are the Planogram view, which needs their planogram file. Staff already know what sits on Case 1, shelf 4. The distribution panel shows how this store’s configured dwell bands behave. Walked away is Joey’s phrase for the 5–60s band. The same people sit in the Presence heat.

Walk rule. Walk now = confirmed empty during selling hours (headline + queue). Soon = running low during selling hours (warn queue, not in the headline). No walk = scheduled cleanout, overnight empty, blocked, or no claim.

Claims. Numbers are illustrative, on the shelf-facing OOS prototype. Shelf-rectangle fullness + consecutive-sample gate — no planogram, no SKU, no can count. Blocked means we could not see; it never counts as empty or stocked. Walked away and Converted are configured dwell proxies, not proof that a person did or did not take a product. This illustrative view uses a 2s detection floor, 5s presence floor, 60s conversion threshold, and 120s long-dwell threshold: under 2s is Flicker and ignored, 2–5s is Passing, 5–60s is Walked away, 60s+ is Converted, and 120s+ is the Long subset. Staff are not filtered. Cold-vault pickups may be faster, so Maverik’s thresholds need labeled pilot data. Product-in-hand VLM verification is not built. “Visited while a shelf was empty” is walked-away visits (5–60s) whose start overlaps a confirmed-empty span. It is a subset of Walked away, not all tracked visits. It says a shelf was empty during the visit. It does not say the person wanted that product; the customer reads the impact. The window is midnight to now; it is not limited to selling hours. Median time to restock counts confirmed-empty → refilled spans. 33% is their profit mix, not a RavenEye dollar.

Build readiness. Artifact is a POC. Facing state is a prototype. This locations view is what the pilot ships on day one. Empty minutes, dwell bands, visited-while-empty, restock latency, and the hourly overlay are derivable from production visits and confirmed-empty spans.