The Definitive RTMS Compliance PLatform
DEPLOY EDGEAI-FMS: THE ENTERPRISE-GRADE, EDGE-COMPUTING VIDEO TELEMATICS AND COMPLIANCE ECOSYSTEM.
A UNIFIED SOLUTION MEETING 100% OF YOUR RTSMS MANDATE AND FLEET PORTAL REQUIREMENTS.
Command Dashboard
  • Active vehicles
147

Violations Today

ADAS: 1, DMS. 2
3

Critical Non-Compliance

-PM Overdue: 4108 Immobilized
1
ACTIVE VIOLATIONS (REAL-TIME)

TRUCK #501

DMS: Driver Fatigue Detected (14:02 UTC)

- View Video

CAR #119

ADAS: Forward Collision Warning (13:58 UTC)

- View Video
The Definitive RTMS Compliance PLatform
DEPLOY EDGEAI-FMS: THE ENTERPRISE-GRADE, EDGE-COMPUTING VIDEO TELEMATICS AND COMPLIANCE ECOSYSTEM.
A UNIFIED SOLUTION MEETING 100% OF YOUR RTSMS MANDATE AND FLEET PORTAL REQUIREMENTS.
Command Dashboard
  • Active vehicles
147

Violations Today

ADAS: 1, DMS. 2
3

Critical Non-Compliance

-PM Overdue: 4108 Immobilized
1
ACTIVE VIOLATIONS (REAL-TIME)

TRUCK #501

DMS: Driver Fatigue Detected (14:02 UTC)

- View Video

CAR #119

ADAS: Forward Collision Warning (13:58 UTC)

- View Video

Driver & Vehicle Management

  • Driver Profiles
  • License & Document Management
  • Vehicle Tracking

PREVENTIVE & CURRENT MAINTENANCE

  • MismaR API Integration
  • Active
  • PM Compliance: 98%
  • Work Order Automation

GPS/TELEMATICS MONITORING

  • Real-time Location
  • Geofencing & Routing
  • Trip History

ADMS & DMS (VISION SUBSYSTEMS)

  • Driver Status Monitoring
  • Fatigue Detection
  • Behavior Analysis

EXTERNAL RENTAL MODULE (ERM)

  • Contractor Management
  • Vehicle Assignment
  • Usage Analytics

ACCIDENT REGISTRATION SYSTEM

  • Active Safety Video Retrieval
  • Root Cause Analysis
  • Automated Reporting

About EdgeAI-FMS

Unified Fleet Intelligence. Automated Compliance. Zero Compromise.

Welcome to EdgeAI-FMS — the unified command interface for intelligent fleet operations, driver compliance, and predictive safety enforcement. Built as a white-labeled, enterprise-ready ecosystem, EdgeAI-FMS transforms fragmented fleet operations into a centralized, real-time decision-making environment.
By integrating AI-powered driver monitoring, advanced telematics, hardware-level immobilization, and automated compliance workflows, EdgeAI-FMS enables organizations to achieve complete Road Traffic Safety Management System (RTSMS) compliance while reducing operational risk and increasing asset visibility.

Real-Time. Predictive. Enforced.

Core Platform Architecture & Enterprise Software Stack

The backend infrastructure of the EdgeAI-FMS portal is architected using a modern, loosely-coupled frontendbackend separation layer framework. This industrial system leverages deep distributed computing components to manage continuous telemetry streaming from thousands of simultaneous vehicular edge terminals without data degradation or packet latency spikes.
  • Vertical Telematics Data Layer Model

3-Tier Operational Architecture

1. Vehicle Layer

Consists of the physical EdgeAI Dual-Lens AI Dashcam core terminal. Captures 6-axis spatial Gforces, coordinates, vehicle CAN Bus messages, and active vision signals. Hardwired directly to heavyduty automotive isolation relays spliced into the vehicle ignition loop.

2. Comms Layer

Operates across universal global 4G LTE/5G cellular bands. Utilizes the highly stable and standard JT/ T 808-2013 and JT/T 1078 communication protocols. Commands are dispatched and data streamed via low-overhead, encrypted persistent WebSockets.

3. Cloud Enterprise Layer

The centralized web cluster handling enterprise multi-tenant logical partitioning, rule engines, API integrations, and front-facing web visualizations. Serves both public vendor clients and internal regulatory managers simultaneously.
  • Solutions

Integrated Fleet Intelligence Solutions

Module 1: Internal Rental Module (IRM) — Administrative Fleet Compliance

Administrative Fleet Compliance & Internal Asset Control

The Internal Rental Module (IRM) within EdgeAI-FMS acts as the central operational command center for managing company-owned vehicles, equipment, and internal operators. Designed for compliance managers and fleet administrators, IRM ensures that no vehicle, driver, or equipment enters active deployment unless every regulatory, operational, and safety requirement is fully validated.

By combining intelligent document tracking, automated compliance scanning, and roadworthiness validation, IRM minimizes operational risk while ensuring total alignment with RTSMS standards.

Driver and Vehicle Document Management Specifications

The platform features a rigorous relational document cross-matching matrix. Rather than relying on simple calendar checks, the database engine executes daily background scan routines to monitor every driver and vehicle asset against strict operational thresholds:

Driving License Expiry Monitoring

Automatically tracks license validity and triggers proactive alerts:

  • 30-day expiration warnings
  • 15-day compliance escalations
  • 7-day urgent notifications

Ensures no operator is dispatched with expired legal documentation.

Defensive Driving Certification Tracking

Monitor defensive driving training validity for all operators.

  • Tracks training expiration dates
  • Flags overdue renewals
  • Marks profiles as Non-Compliant in dispatch systems

Helps enforce safer driving standards across your organization.

Medical Fitness Validation

Connect medical fitness records directly to operator profiles.

  • Tracks health clearance dates
  • Prevents assignment for expired medical certifications
  • Supports high-risk and long-haul deployment checks

Protects both drivers and operational integrity.

Vehicle Registration & Insurance Monitoring

Continuously supervises all vehicle legal documentation.

  • Registration expiry tracking
  • Insurance validity monitoring
  • Grace period alerts
  • Automatic assignment restrictions

Guarantees only legally compliant vehicles remain operational.

TAMM Driver Authorization Integration

Integrated API verification with government-backed driver authorization systems.

  • Real-time authorization checks
  • Local regulatory database synchronization
  • Instant compliance verification

Ensures complete national regulatory alignment.

Equipment & TUV Compliance Matrix

Specialized compliance tracking for industrial and heavy-duty equipment.

  • Machinery operator certification monitoring
  • TUV token tracking
  • Third-party compliance validation
  • Equipment-specific safety requirements

Built for construction, industrial, and heavy-lift operations.

Pre-Mobilization Digital Checklists & Roadworthiness Rules

Before any trip initialization, the system forces drivers to complete an interactive, mobile-responsive Pre-Mobilization Inspection Checklist via their mobile browser or field terminal. Drivers must manually check and declare the condition of critical mechanical elements:

CRITICAL AUTOMATION RULE: Any failed checklist parameter or a missing pre-trip submission immediately tags the asset as “Unroadworthy” in the cloud database. This state fires an automated alert sequence to the fleet supervisor and triggers asset restriction controls.

Real-Time Fleet Monitoring & Intelligent Asset Tracking

The EdgeAI-FMS telematics engine streams comprehensive geospatial and mechanical telemetry from active fleet assets via persistent WebSocket tunnels. This page details the core functional tracking parameters that are continuously logged, evaluated, and displayed on the real-time fleet map monitoring dashboard

Comprehensive Telematics Parameter Specifications

Real-Time Location Tracking

Track every fleet asset with precision using dual-mode satellite positioning.

System Capabilities:

  • GPS + Beidou dual-satellite positioning
  • High-frequency coordinate updates
  • Live interactive map display
  • Route path visualization
  • Location pinning and asset grouping
  • Live route audit monitoring

Operational Purpose:
Ensure absolute fleet visibility, route accuracy, and geofence compliance at all times.

Speed Monitoring

Continuously monitor vehicle speed directly from the vehicle’s internal system.

System Capabilities:

  • CAN Bus speed data extraction
  • GPS speed cross-verification
  • Instant overspeed detection
  • Configurable speed thresholds
  • Live speed dashboards
  • Violation alert generation

Operational Purpose:
Prevent dangerous overspeeding and enforce company road safety protocols.

Overspeed Duration Analytics

Not all speeding incidents carry the same risk. EdgeAI-FMS captures deeper behavioral context.

System Tracks:

  • Exact overspeed duration
  • Maximum peak speed reached
  • Total speeding distance covered
  • Number of speeding events
  • Speed violation history

Operational Purpose:
Differentiate between short-term overtaking and persistent high-risk driving behavior.

Harsh Driving Force Detection

Powered by a high-frequency 6-axis inertial G-sensor.

Detects:

  • Harsh acceleration
  • Sudden braking
  • Aggressive cornering
  • Impact force anomalies
  • Unstable driving patterns

Operational Purpose:
Identify unsafe driving behavior instantly and improve driver discipline.

Geofencing Controls

Define authorized operational zones with dynamic digital boundaries.

Capabilities:

  • Custom polygon-based geofence creation
  • Route corridor restrictions
  • Entry and exit event logging
  • Restricted zone monitoring
  • Unauthorized movement alerts

Operational Purpose:
Prevent unauthorized asset movement and strengthen route governance.

The Interactive Historical Track Playback Engine

The History Track Dashboard allows operators to select any active or external vehicle asset and replay its exact historical trajectory across any custom timeframe. This module features a step-by-step track listing complete with speed curve charts, localized parking point analysis (aggregating exact locations where Speed = 0 for extended periods), and immediate visual linkings to any active 808 safety alarms generated along the route.

Intelligent ADAS & DMS Edge Analytics

Built on advanced dual-lens edge hardware, this module performs real-time machine vision analysis directly inside the vehicle — eliminating latency and enabling immediate safety interventions. Through intelligent object detection, facial mesh tracking, and predictive hazard analysis, EdgeAI-FMS converts passive video into proactive operational protection.

External Threat Radar

Advanced Driver Assistance System (ADAS)

The forward-facing AI optic system continuously scans the road environment to detect hazards, measure distances, and evaluate vehicle movement patterns in real time.

This creates a predictive safety shield around every vehicle.

Lane Departure Warning (LDW)

Intelligent lane tracking detects unwanted lane drift.

Capabilities:

  • Surface lane marking recognition
  • Reflective strip detection
  • Drift pattern analysis
  • Immediate warning alerts

Purpose:
Prevent accidental lane departures and reduce side-impact collision risks.

Forward Collision Warning (FCW)

Real-time object detection calculates vehicle proximity and collision risks.

Capabilities:

  • Dynamic object bounding
  • Closing speed calculation
  • Distance monitoring
  • Impact prediction logic

Purpose:
Reduce front-end collision risks through early warning systems.

Headway Monitoring Warning (HMW)

Measures safe following distance using time-to-impact calculations.

Capabilities:

  • Real-time spacing analysis
  • Tailgating detection
  • Gap timing measurement
  • Risk escalation alerts

Purpose:
Maintain safe vehicle separation and prevent rear-end incidents.

Internal Behavior Radar

Driver Monitoring System (DMS)

The internal cabin lens uses facial mesh tracking and behavioral AI analytics to monitor driver condition and attentiveness.

Even in complete darkness or through dark sunglasses, the IR-powered system maintains full visibility.

Fatigue & Drowsiness Detection

Track subtle facial changes that indicate exhaustion.

Detects:

  • Eye closure duration
  • Micro-sleep behavior
  • Frequent yawning
  • Head drooping
  • Delayed facial responses

Purpose:
Prevent fatigue-related accidents before they occur.

Distraction & Attention Monitoring

Tracks driver head movement and gaze direction.

Detects:

  • Looking away from road
  • Side distractions
  • Extended attention loss
  • Repeated distraction patterns

Purpose:
Improve focus and reduce distracted driving incidents.

Mobile Phone Detection

Deep-learning object recognition instantly detects handheld mobile phone usage.

Capabilities:

  • Phone-to-ear detection
  • Handheld device monitoring
  • Call behavior detection

Purpose:
Eliminate unsafe mobile distractions while driving.

Comprehensive Video Monitoring & Live Field Surveillance Suite

The EdgeAI-FMS portal delivers high-fidelity, low-latency multi-channel video streaming interfaces directly inside the user’s web browser framework. Utilizing standard H.264 and H.265 media compression profiles, this module empowers safety and compliance managers to review operational field environments in real-time or securely retrieve historical evidentiary video logs.

Multi-Function Historical Playback

The web portal video player framework includes an interactive timeline filtration sub-system. Users can slice historical records by specific date-time stamps, filter by active vehicle license plates, and execute rapid fast-forward or rewind commands to pinpoint specific operational milestones.

Resilient FTP Remote Downloading

To extract permanent file records from online edge assets, the platform features a dedicated over-the-air file download interface based on secure FTP transport rules. This background facility allows operators to extract complete high definition storage files without disrupting active driver monitoring streams.

Automated Batch Video Inspection Engine

To satisfy the strict asset roadworthiness checks mandated by the RTSMS guidelines, the web platform introduces a specialized Batch Video Inspection Tool. This administrative interface enables a single safety officer to open concurrent thumbnail video streams for up to 16 vehicles simultaneously. Compliance personnel can rapidly execute virtual roll-calls, verifying in real-time that drivers are correctly maintaining cabin order, wearing mandatory seatbelts, and operating clear of unauthorized cabin obstructions across the entire operational deployment.

Multi-Tenant Contractor Management & Unified External Fleet Oversight

The External Rental Module (ERM) within EdgeAI-FMS extends the full power of EdgeAI-FMS beyond internal fleet assets, bringing third-party contractors, rental operators, and external vendors into the same centralized safety and compliance ecosystem.

Built on an advanced multi-tenant architecture, ERM enables organizations to onboard external fleet operators into secure, isolated environments while maintaining executive-level oversight from a unified command center.

This ensures external fleet operations meet the same compliance, safety, and operational standards as internal assets.

Incident Intelligence, Forensic Analysis & Executive Safety Oversight

The Accident Registration & Executive Analytics Module of EdgeAI-FMS serves as the final intelligence layer of the EdgeAI-FMS ecosystem — transforming raw field incidents into structured forensic evidence and executive-level safety insights.

This module connects live operational alarms, AI safety events, and vehicle performance metrics into advanced analytical dashboards, enabling organizations to monitor fleet health, audit risk exposure, and respond rapidly to incidents.

It bridges frontline fleet operations with executive decision-making.

Executive Statistical Data Boards

Centralized Operational Intelligence for Leadership Teams

EdgeAI-FMS provides multiple executive dashboards designed to simplify large-scale fleet analysis into actionable intelligence.

Data Quality Board

The Data Quality Board measures the overall health of the fleet telemetry ecosystem.

Tracks:

  • Active 808 alarm counts
  • Vehicle online rate percentages
  • Trajectory drift anomalies
  • Data consistency metrics
  • Route completeness analysis
  • Connectivity performance

Purpose:
Ensure accurate fleet data, strong connectivity, and operational visibility across all assets.

Active Safety Board

The Active Safety Board focuses on machine-vision safety events generated by ADAS and DMS systems.

Tracks:

  • Safety event distributions
  • Driver behavior violations
  • High-risk asset rankings
  • Incidents per 1,000 kilometers
  • Fatigue event counts
  • Distraction trend analysis
  • Tailgating frequency
  • Collision warning trends

Purpose:
Identify high-risk vehicles and drivers before incidents escalate.

Vehicle Operation Board

The Vehicle Operation Board provides a complete operational performance overview.

Tracks:

  • Mileage distribution patterns
  • Engine run-time curves
  • Ignition activity duration
  • Asset utilization ratios
  • Operational availability
  • Idle time trends

Purpose:
Improve asset productivity, optimize usage, and reduce unnecessary downtime.

Accident Registration System

Intelligent Incident Logging & Immediate Impact Preservation

When a collision, impact, or severe road incident occurs, EdgeAI-FMS automatically activates a Priority Incident Data Consolidation Sequence.

This ensures all critical operational data is instantly secured, structured, and preserved for investigation.

Even in catastrophic battery failure scenarios, built-in power-loss protection capacitors ensure that evidence is never lost.

Forensic Data Ingestion

Upon impact, the system automatically locks and records:

✔ Unique Incident ID
✔ Exact odometer reading
✔ Impact timestamp
✔ GPS coordinates
✔ Route map vectors
✔ G-force intensity
✔ 10-second pre-impact speed curve
✔ Vehicle operational status

This creates a complete digital accident record instantly.

Contextual & Driver Audit Analysis

The platform evaluates multiple contextual factors surrounding the incident.

Analyzes:

  • Driver fatigue history
  • Seatbelt compliance status
  • Recent distraction events
  • Overspeed patterns
  • Harsh braking records
  • Maintenance history
  • Vehicle health logs
  • Route conditions

This helps determine the root cause of incidents with greater accuracy.

Automated FTP Video Retrieval

As part of the incident workflow, EdgeAI-FMS automatically initiates secure remote video extraction from the edge terminal.

Automatically Retrieves:

  • Dual-lens HD 1080p recordings
  • External road-view footage
  • Internal cabin footage
  • Pre-impact video sequences
  • Post-impact evidence clips

This allows immediate access to visual proof for:

  • Insurance claims
  • Legal investigations
  • Internal audits
  • Regulatory reporting
  • Driver accountability reviews