Decision Cycle
<40ms
Human Awareness
360°
Native Architecture
Edge
Intelligence
24×7
M Series AI
Prevent accidents with real-time awareness of people and risk around vehicles.
On-vehicle Vision AI monitors surroundings and detects pedestrians.
<40ms
Decision Cycle
360°
Human Awareness
Edge
Native Architecture
24×7
Intelligence
Problem solved
Pedestrian collisions, blind spot incidents, and near miss events are reduced in fast moving, crowded industrial environments. M Series AI replaces reactive safety tools like alarms and mirrors with intelligent perception that helps operators see risks they would otherwise miss due to blind spots, fatigue, or limited visibility.
Best For
Operations where moving vehicles and pedestrians share the same space and safety risks evolve in real time. Ideal for forklifts, logistics and material handling vehicles, construction equipment, and mobile industrial machines operating across warehouses, factories, logistics yards, ports, and active industrial sites.
Specialized Technologies
VISION AI PEDESTRIAN DETECTION
Reliable detection is maintained even in challenging industrial conditions such as low lighting, dust, and partial visibility by Vision AI models trained specifically for real-world industrial environments.
EDGE-BASED PROCESSING
Safety decisions remain instant and uninterrupted even in remote or offline locations because processing runs directly on the vehicle through edge AI rather than relying on cloud connectivity.
MULTI-LAYER PROXIMITY ZONE MODELLING
Risk awareness continuously adapts as vehicles move through changing layouts using layered proximity modelling that recalculates safety zones in real time.
NEAR-MISS INTELLIGENCE
Warning events are converted into structured safety intelligence through near miss analytics that reveal recurring hazards, risky routes, and operational patterns.
Core Capabilities
Pedestrians around moving vehicles are continuously detected from all directions, including blind spots and high traffic zones, through a multi camera Vision AI system that maintains constant situational awareness around the vehicle.
Operators receive early and clear understanding of rising risk through dynamically adjusting danger, caution, and warning zones that respond in real time to vehicle speed, direction, and proximity to people.
Safety alerts support operators without causing distraction or alarm fatigue by delivering context aware visual and audio warnings designed specifically for noisy and fast paced industrial environments.
Near miss incidents become actionable learning opportunities as the system automatically captures images and short video clips during warning events, enabling safety teams to review situations and strengthen preventive measures.
Hardware Components
M-Series combines industrial grade hardware, high precision USB vision, and edge AI processing to deliver reliable, real time intelligence on the factory floor.
Deployment
Safety intelligence remains active in remote or offline locations and wont save/send data to cloud which enhances the data privacy even more . M Series AI is installed directly on vehicles as an edge AI system with integrated multi camera setups.
Real-Time Safety Pipeline
Perception
Vision AI identifies humans and posture
Tracking
Continuous identity and motion tracking
Risk Scoring
Distance, velocity & intent modeling
Decision
Adaptive alert & intervention logic
Learning
Near-miss intelligence & feedback loop
Prediction
Detecting the person accurately so no risks happens
Why Conventional Vehicle Safety Systems Plateau
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Rule-based proximity thresholds without situational awareness
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Binary alerts that operators quickly tune out
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No learning from near miss driving events
Why M Series AI Scales
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Continuous 360° spatial awareness
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Predictive vehicle pedestrian risk modeling
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Self-improving safety intelligence from near-miss data
Ware House - Manufacturing - Construction - Ports