// Industry playbook / 02
Track every item from dock to truck with cameras and RFID. Stop misloads, cut dwell time, and prove chain of custody.
From perception to action — the outcomes our agents are measured on.
| Function | KPI | AI enhancement |
|---|---|---|
| Inbound Receiving | ASN match %, shorts/overs, dock-to-stock time | Layer-capture vision at receive; GS1/OCR for dates and IDs; RFID lot/batch binding creating pallet DNA; instant ASN mismatch alerts to WMS/TMS. |
| Quality Inspection & Compliance | QA pass rate, compliance hold hours, rework cycle time | Vision cues for crush/moisture damage; OCR/NER for hazard and handling labels; no-release-unless-verified rules with photo evidence. |
| Function | KPI | AI enhancement |
|---|---|---|
| Order Picking (batch/lot/expiry) | Pick accuracy %, scan-fail %, FEFO compliance % | Pick-path enforcement of FEFO and lot eligibility; barcode integrity checks; real-time exception prompts with evidence. |
| Cross-Dock (sortation & lane adherence) | Missort rate, on-time departure %, exception closure time | Dock-door CV for lane/door context; RFID validation against route plan; no-load-unless-match with a supervisor exception queue. |
| Loading / Load Verification | Misload rate, OTIF %, perfect order rate, claim rate | CV confirmation of door–trailer pairing; RFID EPC vs load list; geofenced load start/stop; hard ship-hold on mismatch. |
| Function | KPI | AI enhancement |
|---|---|---|
| Cold-Chain Monitoring | Temperature excursions, spoilage/claim rate, alert response time | BLE temp/humidity beacons; geofenced alerts; CV door-open context; sensor trace and images auto-attached to the shipment record. |
Logistics networks depend on continuous, scan-free awareness of where every pallet, tote and parcel really is — not just what the system believes.
We blend computer vision at dock doors and choke points with RFID portals and BLE beacons to create a unified stream of location, status and exception events your WMS/TMS can act on instantly.
// Key applications
// How the system works
Dock-door cameras, RFID portals and handhelds, BLE beacons and GPS telematics stream signals at every critical handoff.
Tag and beacon reads correlate with vision detections and zone maps to publish unified events — Pallet ABC loaded to Route 12 at Door 7.
Zone- and door-level accuracy, with optional RSSI/AoA triangulation for finer indoor localisation.
No-load-unless-match, misload stop rules, excursion alerts and geofence violations pushed in real time to ops channels.
Operational KPIs, heatmaps and exception queues, with webhook and API connectors into WMS, TMS and ERP.
item-level inventory accuracy with RFID
blocked at the dock, before departure
chain of custody for every shipment
// Case snapshots
Challenge · High rework and returns with repeatedly missed SLAs.
Challenge · Temperature-related claims could not be attributed or defended.
// Other industry playbooks
Use cameras to catch defects, enforce PPE, and keep production lines moving with fewer manual inspections.
Use existing cameras to monitor shelves, queues, and store traffic. Reduce stockouts, wait times, and shrink.
Turn existing cameras into safety, progress, and traffic monitors for construction sites and public assets.
Watch pit, plant, and haul roads to enforce safety, estimate stockpile volumes, and detect process faults.
We'll map your KPIs to the agents that move them, then run a pilot on the cameras you already have.
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