The underlying capability — see the object, understand the event, write the record — doesn't change much between a shellfish grading table and a warehouse dock door. What changes is what counts as an event, and what the record has to prove.
Where regulatory pressure, thin margins and hard physical conditions all meet. Most of the traceability requirement on the FDA's Food Traceability List sits here — and it's the environment where asking people to stop and write things down works worst.
A custom vision system monitoring PPE compliance across the working deck while automatically counting fish-food bags emptied into each silo — replacing a manual tally that never reconciled cleanly against inventory.
Leafy greens, melons, herbs and tropical fruits sit on the Food Traceability List — the same passive capture model applies from field to pack house.
In-line inspection at production speed, catching defects at the station where they happen rather than at final QC.
The dock door is a Critical Tracking Event whether or not anyone treats it as one. Cameras make shipping and receiving records automatic.
Camera estate that already exists for security, put to work answering commercial questions as well.
Monitoring and imaging support in environments where privacy design matters as much as accuracy.
Public-facing camera streams with real-time data overlays, built on CamStreamer and Flightradar24 — a smaller line of work, same core engineering.
If something moves through a process and someone has to record it, the model probably transfers. Ask.
