Sub-100ms Autonomous Telemetry Pipeline for 14,000 Electric Vehicles
Architected a zero-loss ingestion pipeline handling 1.2M events/second from autonomous freight trucks across North America, reducing edge dispatch latency by 64%.
Sub-85ms global P99 telemetry latency achieved
99.999% message delivery SLA across spotty cellular grids
$2.4M saved in annualized fleet battery lifecycle optimizations
The Challenge
Valence operated an expanding fleet of heavy electric commercial vehicles. Legacy REST telemetry suffered from packet loss during highway cell handoffs and could not guarantee deterministic dispatch decisions under variable cellular bandwidth.
The Engineering Solution
We engineered an edge-first event streaming topology with Apache Kafka, Go micro-workers, and localized Redis cache warmers. Next.js App Router frontends with WebSockets stream live spatial telemetry directly to fleet operators.
Technologies Deployed
Kinetic Liquidity Terminal
Low-Latency Trading Desk Processing $4.8B in Monthly Volume
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