A drone field test where the detector called fire at 0.62 confidence on a clip with no fire — and a second model rejected it, four crops out of four.
No hard hat, no hi-vis, walking past a moving forklift — and twelve seconds later the supervisor has the clip. The four stages between the frame and the inbox.
A live occupancy count with no facial recognition and no video leaving the site — how Edge AI and Cloud AI split the job, and a real detector run on a hard frame.
Drone survey → Edge AI → cadastre intersection → advisory finding — an early demonstrator, shared honestly.
Golf, vineyards, forestry, schools, aged care, emergency fleets, grid sites — seven operations, one edge-AI platform and the same problem underneath.
AI is moving out of the data centre and onto trucks, utes, drones and sensors — the problems we’re working on.
A technical deep-dive on thermal + visual sensing, on-vehicle edge compute, and deciding through comms loss.
Operational intelligence turning a flood of field data into a single verified point of interest.