Geye / Industry playbookBay availability
A visible vehicle does not establish whether loading has finished.
Geye / Industry playbook
Logistics
Review loading-bay occupancy, vehicle queues, and warehouse movement using defined camera zones.
Planning guidance, not a claim of installed capabilities or customer results. Validate scope and feasibility before deployment.
Industry overview
Dispatch and warehouse teams coordinate yard queues, dock availability, and handovers across carriers. Zone-level observations can help locate delays without claiming that a visible truck proves a completed delivery.
Yard queues
Early carrier arrivals can distort a dispatch-window comparison.
Transfer lanes
Temporary pallet staging may restrict a marked transfer lane.
Use cases
01
Bay availability
- Context
- A visible vehicle does not establish whether loading has finished.
- Human action
- Review loading-bay occupancy before assigning a vehicle.
- Intended outcome
- A bay assignment confirmed with the dock lead.
02
Yard queues
- Context
- Early carrier arrivals can distort a dispatch-window comparison.
- Human action
- Compare yard queue length across dispatch windows.
- Intended outcome
- A queue interval reconciled with scheduled and actual arrival times.
03
Transfer lanes
- Context
- Temporary pallet staging may restrict a marked transfer lane.
- Human action
- Observe obstruction in marked warehouse transfer lanes.
- Intended outcome
- A warehouse inspection item with an explicit zone reference.
AI vision capabilities
Read the scene, retain the context
Assess vehicle presence, bay dwell, and zone crossings. Trailer occlusion, reversing movements, rain, and night lighting need targeted samples; cargo identity and delivery completion are not inferred.
Evidence contract
Keep zone, source timestamp, and view availability together. A stale frame must not become a current event.
A person owns the decision
A bay assignment confirmed with the dock lead.
Define acceptanceProposed capabilities must be tested against representative inputs. Unsupported or low-confidence results belong in a review queue, not an automatic decision.
Real-world scenario
Hypothetical, not a client story
Hypothetical: a bay remains occupied after its scheduled slot. A dispatcher checks the scene and contacts the dock lead before updating the next vehicle assignment.
- 01
Context
A visible vehicle does not establish whether loading has finished.
- 02
Review trigger
A candidate observation in the selected zone requires confirmation against current conditions.
- 03
Human response
Review loading-bay occupancy before assigning a vehicle.
- 04
Intended result
A bay assignment confirmed with the dock lead.
How it works
CCTV
Read an authorized stream from the selected zone. Track source health and timestamps; a missing view is not an empty scene.
AI analysis
Apply validated models and zone rules on assessed compute. Group candidate events and expose uncertainty instead of implying certainty.
Reviewed insight
An assigned person checks evidence, records the outcome, and follows the existing operational procedure. Rejected signals feed back into evaluation.
Business and operational value
Compare dwell time and queue counts with dispatch records; test occlusion and night-shift lighting.
Evidence quality
Accepted observations / reviewed observations. Count missed cases separately against the manual reference.
Target: agree before pilotReview effort
Record minutes per reviewed item, including rework and escalations. Compare the same task with the manual baseline.
Target: agree before pilotSafe failure
Record whether stale inputs, denied access, and unavailable sources stop or visibly degrade the workflow.
Target: agree before pilotEstablish a manual baseline, agree acceptance thresholds with the operational owner, and compare review effort as well as accuracy. Any benefit must be measured in the pilot; no savings or ROI are promised here.
Deployment plan
Pilot two bays with different viewing conditions. Agree arrival and departure definitions with dispatch, compare shift records, and rehearse manual bay checks when a stream is unavailable.
- Scope: name the owner, permitted inputs, reviewers, and acceptance criteria.
- Prepare: assess edge, on-premises, or approved hybrid compute, storage, power, and network capacity with representative streams.
- Validate: compare with human-labelled samples, exercise denied access and outages, and document rejected results.
- Decide: approve a limited rollout only after review; keep a rollback owner and re-evaluate when inputs change.
Existing CCTV and infrastructure
Inspect outdoor camera exposure, trailer blind spots, infrared performance, yard connectivity, and edge storage limits. Confirm stream access without disrupting the recorder used for incident evidence.
| Check | Required evidence |
|---|---|
| Source access | Authorized stream, codec, resolution, frame rate, recorder connection limit. |
| Scene quality | Day, night, occlusion, and missing-frame samples from the selected zone. |
| Compute & recovery | Concurrent decoding benchmark, storage budget, clock sync, outage fallback. |
Existing CCTV may be reusable after compatibility assessment, not by default. Inventory codecs, resolution, frame rate, authorized stream protocols, recorder limits, time synchronization, and sample quality. Benchmark concurrent decoding and models before sizing hardware.
Integration planning
01
Approved source
02
Scoped processing
03
Human approval
04
Controlled export
Example: compare reviewed bay intervals with approved WMS or TMS exports using dock identifiers. Reconcile time zones and late updates; do not automatically confirm loads or release shipments.
These are example integration plans, not live connectors. Confirm schemas, least-privilege credentials, delivery acknowledgements, retry limits, and duplicate handling in a sandbox before enabling data exchange.
Security and privacy
Avoid driver identity profiles and individual productivity rankings. Mask unrelated public roads where feasible and restrict incident clips to authorized yard and safety reviewers.
Least privilege
Approve reviewer roles and test a denied-access case before launch.
Data lifecycle
Set retention, deletion ownership, and encryption for stored and transmitted evidence.
Accountable operations
Log access and decisions; rehearse incident escalation and rollback.
Before launch, approve purpose and lawful access, role-based permissions, encryption configuration, retention and deletion rules, audit logging, and incident ownership. Verify these controls in the chosen environment; this page does not claim compliance certification.
Hypothetical pilot example
HYPOTHETICAL PILOT
One bounded question. Evidence before expansion.
Hypothetical pilot: manually log bay entry and exit during day and night shifts. Separate occlusion errors from scheduling discrepancies and expand only if dispatch can recognize missing or stale observations.
A proposed evaluation exercise, not a deployed case study. There are no named clients, claimed results, or implied endorsements.
Frequently asked questions
Does vehicle presence prove delivery?
No. Dispatch documents and human confirmation remain the delivery record.
Are number plates required?
No. The proposed bay-occupancy pilot uses zones rather than driver or vehicle identity matching.
Can night shifts use the same settings?
Only after validation of infrared lighting, glare, and trailer occlusion under night conditions.
Plan your next step
Bring an authorized camera inventory, representative scenes, and one operational question. Prepare a planning brief, then validate sizing assumptions with a scoped pilot.