A field note for utility inspection leads on using drone capture, AI review, and operating controls to make public safety overwatch commercially useful. The practical takeaway: make public safety overwatch a documented operating system, then use AI to shorten review and reporting without removing human accountability.

A field note for roofing and exterior contractors on using drone capture, AI review, and operating controls to make roof and facade inspection commercially useful. The practical takeaway: make roof and facade inspection a documented operating system, then use AI to shorten review and reporting without removing human accountability.

A field note for construction operations teams on using drone capture, AI review, and operating controls to make solar site monitoring commercially useful. The practical takeaway: make solar site monitoring a documented operating system, then use AI to shorten review and reporting without removing human accountability.