MMerikh
HH
Privacy-by-design boundary

Anonymous track IDs · edge processing preferred · configurable retention · human review before action · no emotion, personality or individual productivity scoring.

Human review required
Current shift · simulation

Movement flow

All zones · anonymous tracks

3 observations
Machine serviceMaterial handoff123
Anonymous pathConfigured zoneReview event

Shift signals

Operational patterns, not worker scores

Zone entries148+12% vs prior shift
Median dwell3m 24sMaterial handoff
Direction alerts2Both reviewed
Congestion windows109:30–09:46

Possible analysis features

Feasibility separated by implementation evidence

Pilot ready

Zone entry & exit

Count anonymous operator tracks entering or leaving a configured work zone.

Pilot ready

Dwell & idle-in-zone

Measure time spent inside safety, machine-service or material handoff zones.

Pilot ready

Path & flow heatmaps

Aggregate movement paths to reveal congestion, backtracking and blocked aisles.

Pilot ready

Line crossing & direction

Detect wrong-way movement and crossings over configured safety lines.

Custom model

Posture & ergonomics

Estimate pose and flag prolonged bend, reach or overhead work after site calibration.

Custom model

Standard-work sequence

Compare pose/action sequences with an approved SOP; requires labeled factory examples.

Excluded from MERIKHEmotion inference · facial recognition by default · personality scoring · automated disciplinary decisions

Movement observations

Every item opens its source clip and requires human disposition.

TimeCameraZoneObservationNext stepConfidence
09:42:18CAM-B03Operator aisleLine crossedReview88%
09:37:04CAM-A03Material handoffDwell > 6 minInvestigate91%
09:31:46CAM-B02Machine row eastRepeated backtrackObserve79%
Research basis

Feature scope is grounded in official technical documentation and risk guidance.

NVIDIA DeepStream Analytics ↗NVIDIA Pose Classification ↗MediaPipe Pose Landmarker ↗EU AI Act · Article 5 ↗NIST AI RMF ↗