Driver Safety & Risk Intelligence

Physics-calibrated driver scoring: harsh braking, rapid throttle, high-lean swerves, and speed compliance.

Normalized per 100 km

Average Safety Score

Fleet-wide composite index

Safe & Exemplary

Score ≥ 82 (Low Risk)

Moderate Risk

Score 65 - 81 (Coaching due)

High Risk / Aggressive

Score < 65 (Urgent attention)

Safety Score Distribution

Cohort breakdown across 30 fleet delivery riders

Fleet Benchmark

5-Axis Telematics Risk Radar

Safe cohort vs. High-Risk cohort comparison

IMU + GPS Profile

Brake vs Accel Dynamics

Harsh braking rate vs. rapid acceleration /100km

Kinematics

Vehicle Health & Predictive Maintenance (RUL)

IMU-derived vibration RMS, steering gyro jitter, and remaining useful life before grounding.

Physics Degradation Index

Fleet Health Index

Composite asset vitality

Optimal Condition

RUL ≥ 90 Days

Monitor / Wear

Moderate Degradation

Critical Grounding

Immediate inspection required

Fleet Health Degradation Status

Proportion of vehicles across health categories

Vitality Split

Remaining Useful Life (RUL Days)

Top assets requiring scheduled preventative maintenance

Maintenance Priority

Live Telematics Cockpit & Kinematics HUD

Synchronized 20Hz WebSocket streaming with 2D Friction Circle HUD, live GPS trajectory, and real-time G-force physics.

20 FPS • WEBSOCKET

2D G-G Friction Circle HUD

Cruise >0.3g >0.6g

RADIAL G 0.06 g

LAT G (AX) +0.02 g

LONG G (AY) -0.06 g

Kinematic Instrument Cluster

ASSET: V01

GROUND SPEED

26.8 KM/H

ENGINE RPM 3,169

THROTTLE 0%

BRAKE PRESSURE 8.7 bar

HEADING / BEARING 216.7°

SUSPENSION VIB (RMS) 0.231 g

LIVE SAFETY SCORE 91.7

Chaos & Anomaly Injector:

Real-Time Route Telemetry & Waypoint Tracking

Andheri East Logistics Hub → Bandra West Terminal

20Hz Oscilloscope & Incident Ticker

NOMINAL

Ax (Lateral) Ay (Longitudinal)

LIVE EVENT AUDIT STREAM

[00:00:00] WebSocket synchronized with PulseStar 20Hz Telemetry Stream

Trip Telemetry Waveforms & GIS Analysis

Interactive high-frequency GPS breadcrumbs with synchronized tri-axial accelerometer & gyroscope oscilloscopes.

High-Frequency IMU + GPS

GPS Route Breadcrumb Replay

Cruising Harsh Event

3-Axis Accelerometer (Ax, Ay, Az)

m/s²

3-Axis Gyroscope (Gx, Gy, Gz)

°/s

Machine Learning Inference & Real-Time Crash Triage

Live Feast-backed LightGBM Driver Risk Scorer, Vehicle RUL Predictor, and physics-calibrated e-FNOL collision classifier.

Feast Online (<3ms) LightGBM v4.2

Feast Online Driver Risk Scorer

LightGBM Model • Sub-3ms Redis / In-Memory Online Cache

Driver Model

Select Driver Profile (Online Entity):

Harsh Braking (/100km):

Rapid Accel (/100km):

Speed Compliance (%):

Click 'Run Sub-3ms Feast Inference' to retrieve live features and evaluate LightGBM model.

Automated e-FNOL Crash Triage

Physics Classifier • Automated Emergency Response

Crash Triage

Simulated Incident Preset:

Decel Peak Ay (m/s²):

Vertical Shock Az (m/s²):

Impact Speed (km/h):

Phone Mount Type:

Select an incident preset and click 'Evaluate' to run real-time collision classification.

Strategic Fleet & InsurTech Applications

Commercialization verticals: Actuarial Usage-Based Insurance (UBI) pricing and municipal road roughness GIS heatmaps.

InsurTech Suite Smart City GIS

Actuarial Usage-Based Insurance (UBI) Calculator

Pay-How-You-Drive Dynamic Premium Engine

Actuarial Model

Converts telematics safety scores into dynamic actuarial premium tiers, providing up to 25% annual premium discounts for defensive riders while accounting for night driving and speed compliance.

Driver Profile & Risk Baseline:

Base Annual Policy Premium (INR ₹):

Click button to compute risk-adjusted premium and savings.

Smart City Crowdsourced Pothole Registry

Automated Road Roughness Index (IRI) Geo-Tagging

Municipal GIS

Fleet delivery bikes crowdsource road surface roughness. Accelerometer vertical shocks exceeding 2.2g are tagged with precise GPS coordinates for municipal road maintenance prioritization.