# Governed image notes

- Image ID: PHOTO-056
- Source filename: `056-ai-development-smart-access-control-pilot.png`
- Storyline source: `PHOTO-STORYLINES.csv`, AI collection
- Storyline: Smart access begins with reliability at the gate; the image grounds technical exploration in operational review before any idea is treated as ready.
- Intended use: contextual lead image for the AI tool-contract compatibility article
- Alt text: `Jared Mastroianni listens to a facility manager and technical colleague beside a self-storage access gate in an AI-generated editorial scene.`
- Caption: `A tool contract can validate perfectly and still produce the wrong operating effect. Compatibility review must include the facility context, authority and readback.`
- Platform crop: 16:9 landscape; retain all three people, the keypad and visible gate context; do not crop into faces or hands
- Credit: `Editorial image © Jared Mastroianni.`
- Provenance: Jared-owned AI-generated editorial image; not documentary evidence of an access event, facility, customer, employee, product, deployment, inspection, partnership or result
- Restrictions: Do not identify any depicted person as a real customer, employee or vendor. Do not use as an author portrait. Do not remove or falsify legitimate provenance or assistance disclosure.