Evidence first
Preserve source imagery. Connect every finding to its inspection and component.
TECHNOLOGY WITH A CLEAR BOUNDARY
AI proposes.
People decide.
Review by design
Separate proposed observations from confirmed findings. Capture reviewer decisions.
Cloud-independent architecture
Keep asset and inspection rules separate from storage, identity, and AI providers. AWS is an initial deployment option.
Traceable evolution
Plan for model versions, scoring rubrics, access controls, and audit history as the MVP becomes operational.