Five problems on every food line
- FSMA preventive controls and the audit trail. FSMA Subpart B preventive controls (21 CFR 117) require documented monitoring of CCPs and sanitation. Camera footage that's actually retrievable inside an hour turns a "we think the line was cleaned" answer into a timestamped clip. FDA inspectors don't ask for video by default, but they ask for it when they doubt your records.
- USDA FSIS continuous inspection. Meat, poultry, and processed-egg facilities run with FSIS inspectors on the floor. Any non-conformance the inspector calls is easier to close out with a video record of the line at the time. Cameras over the kill floor, the chiller, and the packaging line don't replace HACCP records. They corroborate them.
- Cold-chain monitoring and product integrity. A reefer trailer that ran warm for 90 minutes is a recall risk. Cameras on dock doors paired with temperature data flag the gap between when the trailer arrived and when it was unloaded. Cold-chain integrity is the difference between a contained variance and a public Class I recall.
- Packaging-line foreign-material capture. AI vision on the packaging line catches foreign material (gloves, utensils, broken machine parts) the metal detector misses. Foreign-material and intelligent-search AI runs as a software layer on existing line cameras. The output is a daily QA log your facility manager uses for line clearance reviews.
- Worker safety and PPE on the floor. Slip-and-fall, forklift proximity, and lockout-tagout violations drive most facility injuries. Computer vision flags missing PPE (hairnet, beard guard, hi-vis), restricted-zone breaches near suspended loads, and forklift-pedestrian conflicts. The output ties to OSHA 300 logs without the supervisor reconstructing what happened from memory.
Six capabilities tuned to food-facility reality
We deploy on cameras you already own where the existing fleet supports the analytics, and we add edge devices or replace hardware only where the current setup can't carry the workflow.
- CCP camera coverage. Every Critical Control Point in your HACCP plan gets a designated camera with retention set per the criticality of the CCP. Cook step, chill step, metal-detect, X-ray inspection, and the final-pack seal each get coverage. Footage is searchable by lot code when your systems expose it, so a recall investigation pulls the relevant clips in minutes.
- Cold-chain integrity. Cameras on every dock door and reefer bay paired with temperature monitoring. The system flags a trailer that sat warm beyond the FSMA-aligned tolerance, a door propped open during break, or a chiller cycle that ran outside spec. The clip and the temperature log render together for the QA review.
- Foreign-material AI on the line. Vision analytics on the packaging line look for what the metal detector misses: latex, plastic, hair, glass, fragments of broken equipment. False-positive tuning takes a stretch of supervised review, then alerts get accurate enough to act on. Reduces the manual end-of-line inspection load without removing the human in the loop.
- Sanitation and allergen-changeover verification. Camera coverage on the line during sanitation and allergen-changeover protocols. A lingering operator on a rinsed line, a missed CIP step, or an unverified allergen flush triggers a tagged event the QA team reviews. Clips attach to the sanitation record and survive an FDA Form 483 inquiry.
- PPE and slip-and-fall analytics. PPE compliance (hairnet, beard guard, hi-vis vest) flagged on the floor. Slip-and-fall capture for OSHA 300 documentation. Forklift-pedestrian proximity alerts in mixed-traffic zones. Workplace-safety AI runs camera-agnostic, so existing line cameras carry the analytics with no rip-and-replace.
- Recall and traceback evidence package. When a recall hits, the QA team is on a tight clock to assemble traceback evidence. Camera footage tied to lot codes, line records, and shift logs renders as a single packet. Reduces the time-to-evidence from days of manual review to hours of guided search. Critical for Class I recalls where FDA timelines are tight.
Related: Manufacturing hub / AI in manufacturing / Logistics + warehousing / Install cost benchmarks / Compliance quick reference