GARANT AI Whitepaper
Enterprise Intelligence Ecosystem & Edge-Native Vehicle Safety. The full architecture, original technical contributions, twelve functional modules, business model and roadmap behind GARANT AI.
An AI-native operating system for commercial fleets.
GARANT AI turns every truck into an autonomous, self-protecting and intelligent node — fusing edge computer vision, multi-sensor fusion, behavioral intelligence, zero-trust security and cloud predictive orchestration.
We attack cargo theft (US$6.6B+ annually in the US alone), the absence of true AI visibility, driver risk exposure and the inefficiency of legacy telematics. This is not another tracker or dashcam — it is a distributed AI brain for the fleet.
Five innovations unique to GARANT.
Not commercially available in any single competing platform — and the basis for our extraordinary-ability claim.
Zero-Trust CAN-Bus Cryptography Layer
Hardware-rooted cryptographic envelope for ECU traffic. Every CAN frame is signed and verified at the gateway, neutralizing relay attacks, OBD-port intrusions and aftermarket bus injection — without modifying OEM firmware.
Sub-Second Distributed Threat Response (≤ 0.4 s)
Purpose-built event pipeline that propagates an anomaly from on-vehicle inference to fleet-wide policy enforcement in under 400 ms — autonomous immobilization, geofence escalation and operator hand-off before a threat actor can complete an action.
Multi-Modal Driver & Cargo Cognition Engine
On-device fusion of vision, audio, CAN telemetry and IMU streams produces a continuous driver-state score (fatigue, distraction, duress) and cargo-integrity score (door, temperature, vibration, presence) without sending raw video to the cloud.
Federated Fleet Learning with Differential Privacy
Edge nodes contribute model updates — never raw data — to a central orchestrator. New threat patterns observed on one truck improve detection across the entire global mesh within hours, while preserving customer data sovereignty.
Hardware-Agnostic Edge Runtime
A single inference runtime targeting Jetson, Hailo, Ambarella and x86 edge boxes, with automatic model quantization and fail-safe fallback. Operators deploy GARANT on existing in-cab compute without lock-in.
Edge → AI → Cloud → Command
Twelve modules. One platform.
Revenue surface.
- SaaS — per-vehicle / month
- Enterprise licensing & custom deployments
- Revenue share with insurance partners
- Hardware margin on Edge Gateway
- Opt-in data analytics monetization
Three horizons.
Ready for the full document.
Download the complete investor whitepaper + technical specification (PDF · v2.0 · May 2026).