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Key Capabilities:

Real-Time Person Detection:

  • AI detection running on edge hardware acceleration delivers 20+ FPS person detection
  • No discrete GPU required, no cloud dependency — all inference happens on-device
  • Persistent person IDs that survive occlusion and brief detection drops
  • Configurable confidence threshold to balance sensitivity vs false positives
  • Bbox and ID overlays toggleable on the live feed for debugging or clean output
  • Frame-skip optimisation for lower-power devices, all configurable from the UI

Workstation State Engine:

  • Active / Inactive states tracked independently per workstation ROI
  • Active confirmation cooldown — person must be present for configured grace period before status flips
  • Inactive cooldown — brief detection drops do not immediately mark workstation inactive
  • Per-workstation working-time and not-working-time accumulators run continuously
  • Multi-person alert logic — fires alert with snapshot when more than one person detected
  • Shift-time awareness — monitoring runs continuously, reports filter by configurable shift windows

Multi-ROI Workstation Monitoring:

  • Define unlimited workstation zones, each with its own state and timer
  • Persons auto-assigned to workstations by bounding box overlap
  • Each ROI tracked independently as Active or Inactive
  • Multi-person ROI alerts catch crowding and unauthorised access instantly
  • Draw workstation regions directly on the live preview
  • Saved per video source for flexible multi-camera deployments

Reports & Analytics:

  • PDF reports with summary cards, alert tables, optional snapshot inclusion and shift breakdowns
  • Word (.docx) reports for teams that need to annotate, comment or merge into larger documents
  • Date-range filtering — slice data by any custom range, hour, day or shift period
  • Alerts-per-hour chart — 24-hour bar chart showing when incidents cluster
  • Working vs not-working chart — doughnut chart of productive vs idle time across all workstations
  • Configurable report prefix for easy archiving

Alerts & Snapshots:

  • Multi-person alerts triggered automatically when more than one person in a workstation ROI
  • Event snapshots — every alert saved with annotated snapshot showing all detected persons
  • Audio alerts — optional in-browser notification when new alerts arrive
  • Acknowledgement workflow — operators acknowledge alerts to build an audit trail
  • Alert history table — browse, filter and review every alert with full metadata
  • Recent alerts panel on the dashboard with one-click clearing

Continuous Video Recording:

  • Every frame captured to disk and organised by date and hour
  • Instant playback — drill into any incident and download the exact video segment
  • Browse recordings by date in the Video Center page
  • Automatic event snapshots alongside continuous recording
  • Retention management for disk space control
  • Decoupled from detection pipeline for consistent performance

Feature Details:

Detection & Tracking:

  • AI detection model running on edge hardware at 20+ FPS without a discrete GPU
  • Tracking engine assigns persistent person IDs that survive occlusion and brief drops
  • Configurable confidence threshold — tune via slider in the UI
  • Multi-ROI workstation mapping — define unlimited zones, each with own state and timer
  • Bbox and ID overlays toggleable on live feed
  • Frame-skip optimisation for configurable performance tuning

Workstation State Engine:

  • Active / Inactive states per ROI with configurable confirmation cooldowns
  • Working-time and not-working-time accumulators run continuously per workstation
  • Multi-person alert logic with confirmation delay to suppress false positives
  • Shift-time awareness — reports filter by configurable shift windows including overnight

Inputs & Integration:

  • Camera input: USB, IP (RTSP/ONVIF) and offline video files
  • Auto-reconnect — resilient video capture reconnects after network drops
  • Network configuration — static IP or DHCP per interface from the UI
  • Auto-start processing option on system boot for unattended deployments
  • Live MJPEG stream with all overlays for instant verification
  • Browser-based dashboard works on any modern device on the LAN

Data, Storage & Security:

  • Secure database backend for events, reports and configuration
  • 100% on-premise — all video, alerts and records stay on your local device
  • Continuous video recording with automatic event snapshots
  • Hardware-bound, cryptographically signed licensing with feature flags and expiry tracking
  • Role-based access — admin and user roles control all sensitive settings
  • Secure authentication with hashed credentials and session-based access control

Deployment & Licensing:

Industries Served:

  • Call centres and BPO — agent presence, break compliance, SLA staffing
  • Manufacturing and production — operator presence at critical workstations
  • Banking and financial services — teller counters, trading desks, four-eyes-principle
  • Healthcare and laboratories — continuous staffing and controlled area access
  • Corporate offices — desk utilisation and hot-desking occupancy tracking
  • Control rooms and SOCs — 24/7 workstation monitoring with instant idle alerts
  • Education and training — student terminal attendance and exam monitoring

Simple 5-Step Setup:

  • Mount the camera to view the workstations
  • Add the video source (RTSP URL, USB camera or video file) in the dashboard
  • Draw workstation ROIs directly on the live feed preview
  • Set shift hours and idle thresholds
  • Go live — full setup from unboxing to first detection in under one hour

What You Need / What We Provide:

  • Camera: USB webcam, IP camera (RTSP) or recorded video file
  • Network: local Ethernet or Wi-Fi — no internet required after setup
  • Display: any modern web browser (Chrome, Firefox, Edge, Safari)
  • We provide: pre-configured Rockchip edge device, pre-installed software, installation assistance, ROI setup, operator training, and software updates during license period

Licensing & Security:

  • Hardware-bound license tied to device using hardware identifiers — prevents copying
  • Cryptographically signed license files — tamper-proof verification on-device
  • Expiry tracking with colour-coded warnings (green >90 days, yellow 30–90, red <30)
  • Feature-based licensing for flexible pricing tiers
  • Simple drag-and-drop activation on the License page
  • No external dependencies — fully offline after installation

Product Walkthrough: