TelemetryLab

TelemetryLab is an AI-native platform for vehicle telemetry, diagnostics, and root cause analysis. We work with fleet operators, OEMs, and Tier 1 suppliers who need to turn raw sensor data into real engineering answers, faster, and with the why behind every decision. Most of the industry collects more data than it can use. We focus on a closed loop instead. Detection reconfigures what the edge collects. Prognostics self-calibrate as more data arrives. Root cause analysis feeds back into what the platform listens to next. The system gets sharper over time instead of drowning under its own signals. All diagnostic decisions are deterministic ML. Generative AI only translates results into plain language, so engineers and technicians can act on findings without reading raw signal traces or trusting an opinion they cannot verify. TelemetryLab was founded in 2023 by a team that built and ran connected vehicle systems at scale, including Lucid Motors. The pattern we kept running into in those environments is the pattern we are building the company to solve. Point tools across the stack. No closed loop. A long gap between data and answer. Headquartered in Palo Alto, California.