VisionAI VMS — Product Brochure

System Architecture

Built on a microservices foundation

Seven purpose-built Docker services working in concert — each independently scalable, monitored, and deployable. Engineered for zero single-point-of-failure in critical environments.

Client Layer

Web Browser

React Frontend

Mobile / Desktop

API Clients

3rd Party Apps

GIS / BMS / SCADA

Gateway Layer

Reverse Proxy / Load Balancer

Nginx Gateway

Core Services Layer

Python / FastAPI

API Gateway

Go / High Performance

Stream Server

Python / AI Engine

Analytics Service

Mosquitto / MQTT

Event Bus

Data & Storage Layer

PostgreSQL + PostGIS

Primary Database

Redis

Cache / Sessions

MinIO / S3-Compatible

Object Storage

Core Capabilities

Every feature production-grade

From live multi-stream monitoring to AI-driven behavioral intelligence — VisionAI VMS ships fully capable across security, safety, operations, and logistics.

Live Multi-Stream Monitoring

View up to 64 simultaneous RTSP/RTMP camera feeds in a configurable grid layout with sub-50ms latency via WebRTC.

RTSP · RTMP · WebRTC · HLS

Intelligent Recording & Playback

Continuous, motion-triggered, and scheduled recording with timeline scrubbing, frame-accurate playback, and smart clip export.

Motion Trigger · Scheduled · Continuous

ANPR / License Plate Recognition

Real-time license plate detection using EasyOCR and OpenCV with automated watchlist matching and instant alert dispatch.

EasyOCR · OpenCV · Watchlist

Real-Time AI Analytics

YOLO-powered object detection with person counting, crowd density, perimeter breach, and loitering detection running at the edge.

YOLOv8 · ResNet · Edge Inference

Multi-Tenant Management

Role-based access control with full tenant isolation. Manage operators, supervisors, and administrators across organizational units.

RBAC · JWT Auth · Tenant Isolation

Audit & Compliance Logging

Tamper-evident audit trails for all user actions, access events, and system changes — meeting judicial and government compliance mandates.

Immutable Logs · Export · Retention

Human Behavior Analysis

Custom-trained pose estimation models track employee activity, detect idle time, unsafe postures, unauthorized zone access, and productivity patterns in real time.

Pose Estimation · Custom Model · Productivity

Vehicle Speed Tracking

Camera-based radar-free speed estimation using frame-differential analysis and calibrated reference points. Automatic over-speed alerts with timestamp and plate capture.

Speed Estimation · Over-Speed Alert · ANPR Sync

Fire & Smoke Detection

CNN-based visual fire and smoke detection with sub-5-second alert response. Integrates with BMS/fire suppression systems via MQTT relay for automated building safety response.

CNN Model · BMS Integration · Auto-Suppress

Inventory Management

Vision-based shelf monitoring, stock level tracking, and item movement detection in warehouses and retail. Raises replenishment alerts and logs unauthorized removal events.

Shelf Monitoring · Stock Alerts · Object Tracking

AI Analytics Engine

8 AI modules. One unified platform.

Eight pluggable AI modules — from perimeter security to employee efficiency, fire safety, and inventory intelligence. Each independently deployable and updatable without system downtime.

Object Detection

Person & Vehicle Tracking

Multi-class detection across all camera feeds simultaneously. Tracks individuals and vehicles across multiple camera zones with persistent IDs.

96.4%

mAP Accuracy

30fps

Processing Rate

License Plate Recognition

ANPR with Watchlist Alerting

Automated number plate extraction from moving vehicles up to 120km/h. Cross-referenced against dynamic watchlists with sub-second alert dispatch.

94.8%

Recognition Rate

<800ms

Alert Latency

Behavioral Analytics

Anomaly & Perimeter Detection

Virtual tripwire, zone intrusion, and loitering detection. Crowd density monitoring with automated escalation workflows for defined thresholds.

<2%

False Positive Rate

24/7

Continuous Operation

Face Analytics · Optional Module

Facial Recognition Integration

Plugin-ready facial recognition adapter supporting external FR engines via standardized REST API. Privacy-mode compliance with configurable data retention policies.

API-Ready

Integration Mode

GDPR

Compliance Ready

Custom AI Model · Human Behavior

Employee Efficiency & Behavior Analytics

Purpose-built pose estimation and activity recognition model tracks employee presence, task engagement, idle periods, unauthorized zone access, and unsafe ergonomic postures. Generates shift-level efficiency scorecards and heatmaps.

18 Classes

Activity States

Shift Reports

Auto-Generated

Traffic Intelligence · Speed Enforcement

Vehicle Speed Estimation & Enforcement

Radar-free camera-only speed measurement using optical flow and calibrated ground reference markers. Automatically captures over-speed events with synchronized ANPR plate data, timestamp, and speed value — court-ready evidence packages.

±3 km/h

Speed Accuracy

120 km/h

Max Measurable

Building Safety · Fire & Smoke

Visual Fire & Smoke Detection

Convolutional neural network trained on diverse fire and smoke visual datasets detects ignition events before thermal sensors trigger. Automatically triggers BMS fire suppression relays, locks emergency exits, and dispatches priority alerts to building operators.

<5 sec

Detection-to-Alert

BMS / MQTT

Automation Output

Operations Intelligence · Inventory

Visual Inventory & Stock Management

Computer vision monitors shelf occupancy, pallet positions, and item count in warehouses, retail floors, and evidence rooms. Raises low-stock replenishment alerts, flags unauthorized item removal, and logs every movement event with camera timestamp for audit trails.

Real-Time

Stock Monitoring

ERP-Ready

Integration API

Scalability

From 50 to 10,000+ cameras

VisionAI VMS is architected for horizontal scale. Start small, grow without re-architecting. Every component scales independently to match operational demand.

Starter Deployment 50–200 cameras

Enterprise Deployment 200–2,000 cameras

National Infrastructure 2,000–10,000+ cameras

STORAGE

Petabyte-Scale

MinIO distributed object storage scales to petabyte capacity with built-in replication.

THROUGHPUT

10Gbps+

High-performance Go streaming server handles concurrent stream ingestion at wire speed.

LATENCY

<50ms Live

WebRTC delivery path achieves sub-50ms end-to-end stream latency for operators.

AVAILABILITY

99.9% SLA

Redundant service mesh with health monitoring and automatic container restart policies.

Security & Compliance

Hardened for critical environments

Designed from the ground up for judicial facilities, military installations, and national infrastructure — where security is non-negotiable.

End-to-end TLS 1.3 encryption — all data in transit encrypted. All stored recordings optionally encrypted at rest with AES-256.
Zero-trust role-based access — JWT token auth with per-resource permission scoping. No implicit trust at any tier.
Immutable audit logs — every operator action, login event, and system change is logged with tamper-detection hashing.
Air-gap deployment ready — fully operational in isolated networks. No cloud dependencies. All services run on-premise.

Multi-factor authentication — TOTP-based 2FA with hardware token support for privileged operator accounts.
Container isolation — each microservice runs in an isolated Docker container with minimal privilege and network segmentation.
Data retention policies — configurable per-tenant retention schedules with automatic secure deletion and compliance reporting.
Vulnerability patching SLA — critical CVEs patched within 48 hours. Monthly security hardening updates across all base images.

Deployment

Operational in under 4 hours

Docker Compose-based deployment with comprehensive runbooks. No specialized infrastructure team required.

STEP 01

Infrastructure Provisioning

Deploy on bare-metal servers, VMware vSphere, or commodity Linux hardware meeting minimum specs.

STEP 02

Container Deployment

Single-command docker compose up -d launches all 7 services with automatic dependency ordering.

STEP 03

Camera Onboarding

ONVIF auto-discovery or manual RTSP endpoint entry. Bulk import via CSV for large deployments.

STEP 04

AI Module Activation

Enable analytics modules per-camera through the web dashboard. Models auto-download and initialize on first activation.

API Services	FastAPI Python 3.11 Pydantic v2 SQLAlchemy Alembic
Streaming	Go 1.21 RTSP/RTMP WebRTC HLS/DASH FFmpeg
AI / Computer Vision	YOLOv8 EasyOCR OpenCV ResNet PyTorch CUDA
Data & Storage	PostgreSQL 15 PostGIS Redis 7 MinIO TimescaleDB
Messaging	MQTT / Mosquitto WebSocket Server-Sent Events
Infrastructure	Docker Docker Compose Kubernetes-ready Nginx Prometheus Grafana
Frontend	React 18 TypeScript Vite Zustand React Query