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2026 Honoree Award

GLEC AI Tachograph

GLEC Inc.
  • 2026 Honoree in Supply & Logistics
GLEC AI Tachograph represents the world's first integrated smart tachograph powered by 20B parameter LLM with 4-bit quantization for real-time inference and ISO-14083 carbon tracking. This device utilizes embedding weights trained on freight accident hotspots while processing real-time CAN Protocol data, GPS information, and traffic conditions as real-time embedding weights. Through proprietary Vehicle Context Protocol (VCP), analog sensor data integrates as extended embedding weights, enabling urgency-based inference with differential sensitivity for voice interactions and visual dashboards, reducing accident risks by 20% to 40%. The GLEC API implements complete ISO-14083 workflows for freight carbon measurement, enabling automatic compliance reporting and carbon credit issuance. By integrating carbon-aware driving through GLEC DTG interaction, the system provides real-time dashboards showing vehicle status, safety analysis, and carbon data via displays. Fleet operators gain comprehensive visibility into driver performance, vehicle efficiency, and environmental impact through unified interfaces, supporting data-driven decisions for sustainable logistics operations.

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