Atri EdgeOS | Atri Ai

Atri EdgeOS™

Atri EdgeOS™ is a specialized operating system for edge AI, designed to deliver sub-second inference, seamless updates, and fault-tolerant performance.
It’s the backbone of Atri AI’s platform, ensuring that advanced analytics run locally, securely, and reliably without dependency on the cloud

Traffic DNA Engine™

Decoding real-time traffic patterns for enforcement & flow.

Traffic DNA Engine™ brings deep AI-driven insights into how vehicles and people move across urban roads.

Vehicle classification & counting (car, bus, truck, etc.)
Flow & congestion detection with predictive alerts
Wrong-way, stopped vehicle, and lane discipline monitoring
Accident/crash detection and fallen object/debris alerts
Supports compliance checks (axle weight, overloaded vehicles)

Enables smarter enforcement,

reduces accidents, and creates smoother journeys for millions of commuters.

MetroMind™

Smarter signals, bus priority & seamless mobility orchestration.

MetroMind™ powers intelligent transport management and public mobility coordination.

AI-driven signal optimization for reduced traffic jams
Priority for buses and emergency vehicles at intersections
U-turn & junction violation detection
Pedestrian and animal safety monitoring
Seamless integration with urban mobility dashboards

Improves urban flow,

reduces travel time, and enables sustainable transportation networks.

CivicPulse™

AI watchdog for waste, water & city services.

CivicPulse™ ensures city services run smarter, cleaner, and more efficiently.

Litter, debris, and garbage detection in public areas
Overflowing waste container alerts
Environmental monitoring of air & water indicators
Infrastructure monitoring (bridges, buildings, public assets)
Abandoned object detection for public safety

Transforms civic administration with real-time AI oversight, improving citizen satisfaction and sustainability.

UrbanGuardian™

Protecting lives with real-time AI vigilance, from safety compliance to disaster response.

UrbanGuardian™ brings proactive AI-powered surveillance for public and workplace safety.

Threat & anomaly detection (aggression, fighting, armed person)
Loitering detection, perimeter protection, intrusion alerts
Fall & collapse detection in workplaces and public areas
Fire & smoke detection in crowded spaces
Distress detection (hand waving, panic signals)

Prevents accidents, enhances emergency response, and ensures compliance in critical environments.

EnviroAI™

Real-time intelligence for air, energy & the environment.

EnviroAI™ enables smarter environmental monitoring for sustainable cities and industries.

Air quality monitoring (pollution, emissions)
Water quality tracking (visual & sensor-based indicators)
Energy consumption analytics for efficiency
Hazard detection (spills, leaks, environmental anomalies)
Wildlife and forest monitoring via drones

Helps cities and enterprises achieve sustainability goals and regulatory compliance while protecting natural ecosystems.

IndustriAI™

The AI backbone for mines, logistics & campuses.

IndustriAI™ automates and secures industrial environments using edge AI.

PPE detection (helmets, masks, vests) for worker safety
Automated visual inspection for defects & quality control
Vehicle & forklift movement monitoring to prevent collisions
Inventory & stack counting for warehouses and yards
Equipment monitoring for predictive maintenance

Increases operational efficiency, reduces downtime, and ensures compliance with safety standards.

More Information

Why It Matters

Traditional AI deployments struggle with latency, bandwidth, and data privacy issues.
Atri EdgeOS™ eliminates these barriers by enabling real-time, on-device processing.
Proven across cities, highways, borders, and mission-critical infrastructure where milliseconds matter.

Key Features

Sub-Second Inference → Optimized for instant decision-making in live environments.
Remote OTA Updates → Centralized management with over-the-air upgrades and monitoring.
Data Security → Localized inference ensures sensitive data never leaves the device.
Interoperability → Works with ONVIF-supported cameras and third-party systems.
Scalable Architecture → From 10 to 10,000+ devices across hybrid setups.
Fault-Tolerant → Built for mission-critical AI with reliable failover mechanisms

Benefits

Performance: Handles high-volume video streams in real time.
Flexibility: Deployable on compact edge devices, central servers, or hybrid infrastructures.
Efficiency: Cuts reliance on GPU-heavy cloud systems, reducing costs.
Security: Local-first design enhances privacy and compliance with CERT-In/MeitY guidelines.

Backed by Innovation

EdgeOS™ is part of Atri AI’s innovation journey:

Built alongside Atri AI’s QuantumFold™ compression technology.
Designed by IIT Madras researchers for real-world, mission-critical AI.
Core part of Atri AI’s modular edge-native platform.

Use Cases Powered by Atri EdgeOS™

How Atri EdgeOS™ Works

Proven Performance

Traffic & Mobility → ANPR, red-light violation detection, speeding enforcement.
Public Safety → Loitering detection, perimeter protection, aggression/fall alerts.
Retail Intelligence → Queue management, heat maps, customer demographics.
Industry & Manufacturing → PPE compliance, defect inspection, equipment monitoring.
Smart Cities → Waste management, fire/smoke detection, crowd analysis.
Defense & Borders → Border intrusion detection, drone surveillance, asset protection.

Ingest Data → Collects streams from cameras and IoT devices.
Optimize Models → Runs QuantumFold™-compressed AI models.
Local Inference → Sub-second decision-making directly on the device.
Action & Integration → Outputs structured insights (JSON/CSV) into existing workflows.
Manage & Scale → Remote monitoring + OTA updates ensure continuous reliability.

Sub-second inference across deployments.
Scalability from small setups to national-level rollouts.
Robust architecture tested on millions of real-world frames.