# Governed image notes

- **Image ID:** 059
- **Source filename:** `059-ai-development-predictive-maintenance-pilot.png`
- **Package filename:** `059-ai-development-predictive-maintenance-pilot.png`
- **Alt text:** Jared Mastroianni listens as a technician reviews equipment evidence beside a self-storage roll-up door.
- **Caption:** Human intervention can protect current work immediately while a separate review determines whether the original AI label was wrong, incomplete or changed by later evidence.
- **Credit:** Editorial image owned by Jared Mastroianni.
- **Classification:** Jared-owned AI-generated editorial material; non-documentary. It does not depict a named property, customer, deployment, model result or historical event.
- **Platform crop:** Preserve the native landscape composition for the article hero. A centered 16:9 crop may be used for social metadata if the publisher requires it; retain the technician, Jared and door-side evidence context.
- **Metadata boundary:** Inspect the copied public file for embedded author, creator, generator and AI-tool identifiers before freeze. Record the result in `validation.json`; do not represent the image as documentary photography.