XF Drive — AI Co-Pilot for Every Fleet
In-cabin AI that detects drowsiness, distraction, and microsleep in real-time. Works offline.
The Problem
Fleet accidents cost lives and millions in damages. Most monitoring solutions fail in real-world conditions.
$671k
Cost of a single fatal fleet accident
38,000+
Deaths annually in the US linked to driver fatigue
32%
Of global road incidents linked to fatigue or cognitive impairment
4G/5G
Required by most DMS solutions — unworkable in remote India
Core Features
DMS 2.0 — Driver Monitoring System
- Real-time facial analysis: drowsiness detection, distraction (phone use, gaze deviation), microsleep prediction
- Advanced night vision with IR enhancement for low-light conditions
- In-cabin alerts: audio, visual, and haptic feedback
Predictive Risk Scoring
- AI assigns a real-time safety score per driver per trip
- Fleet-level risk dashboard with trend analysis
- DOT / ISO 39001 / OSHA-aligned compliance reporting
Edge-First Architecture
- On-device inference with zero cloud dependency
- Connectivity: GSM / WiFi / GPS with fallback operation
- 4-hour battery backup; IP67-rated extreme weather casing
- Plug-and-play with existing telematics (no rip-and-replace)
2026 Enhancements
- ADAS sensor fusion integration (camera + radar + GPS for lane and proximity alerts)
- Fleet-level AI dashboard with trip-by-trip analytics
- EU DMS mandate compliance module (July 2026)
Technical Specifications
| Connectivity | GSM / WiFi / GPS |
| Battery Backup | 4 hours |
| Weather Rating | IP67 |
| Processing | On-device edge inference |
| Integration | Plug-and-play with existing telematics |
| Night Vision | IR-enhanced advanced night vision |
| Compliance | DOT, ISO 39001, OSHA, EU DMS (2026) |
ROI & Outcomes
Up to 35%
Reduction in fleet accident rates
62%
Fewer fatigue-related incidents (industry data)
EU DMS
Compliant with July 2026 mandate