Industry
Endee for Automotive
From ADAS perception to fleet intelligence, high-recall, low-latency vector search built for the performance and reliability demands of the automotive industry.
< 10ms
on-device inference latency
10M+
vectors on 8GB RAM edge hardware
99%+
recall accuracy for safety-critical search
4x
compression via Int8e quantization
Capabilities
Intelligent vehicles start with intelligent search
ADAS Visual Perception
Encode and retrieve visual reference data for Advanced Driver Assistance Systems. Match real-time camera frames against a reference library of road scenarios, obstacles, and lane markings at sub-10ms latency, on-device with Endee Edge.
Parts Catalog Search
Search millions of part numbers by image, description, or cross-reference. A technician photographs a failed component and finds the matching OEM and aftermarket SKUs in milliseconds, no manual cross-referencing.
Predictive Maintenance
Encode vehicle sensor telemetry as vectors. Compare each vehicle's real-time signature against known failure precursors to predict engine, transmission, and brake wear before it leads to breakdown.
Vehicle Image Search
Visual similarity search across vehicle inventories and insurance claim archives. Match damage photos to historical claims, find similar vehicles across a dealership network, or power visual configurator search.
Fleet Intelligence
Encode driver behavior, route data, and vehicle performance as vectors. Surface similar driving patterns, identify at-risk drivers, and optimize routes using nearest-neighbor reasoning across the entire fleet.
On-Vehicle Deployment
Endee Edge runs on the in-vehicle compute stack: NVIDIA Jetson, Qualcomm SoCs, and custom ARM hardware. No cloud round-trip in the perception loop. Works in tunnels, parking garages, and remote areas with no connectivity.