Fleets generate oceans of signal. Almost none of it becomes insight.
Today's platforms collect telemetry. They don't reason about it. So the signal keeps coming and the answers keep taking days.
Collection without comprehension
Every platform stores the data. None of them tell you what it means.
Root cause takes days
Failure patterns hide in the noise while warranty and downtime costs compound.
Six tools, one blind spot
Stitched-together point tools leave the gap between data and decision wide open.
One closed loop, not six stitched-together tools.
Collection, detection, diagnostics, prognostics, and action run as one system that tunes itself. It asks for the signal it needs and quiets the rest.
Collect
Capture the meaningful fraction of the signal
Detect
Deterministic ML flags the anomaly
Diagnose
Assemble evidence, explain root cause
Predict
Flag degradation before breakdown
Act
Guide the technician to the fix
TelemetryLab · Fleet consoleLive
Outcomes your business is measured on.
The value lands where the cost lives, with the people who own warranty, safety, service, and uptime.
The technician knows what to check before the vehicle is even open. Service and root cause stop being a hunt.
Warranty
Catch degradation before it becomes a claim, and bend the cost curve on the parts that hurt most.
Safety
Proactive detection on safety-critical systems, so an issue gets caught before it becomes an incident.
Recalls & compliance
Spot batch, supplier, and firmware patterns early, so recalls stay tightly scoped and the evidence is defensible.
Faster development
See how every software and hardware change behaves in the field, so the next release ships cleaner.
Uptime
Catch failures before they strand a vehicle, so repairs are scheduled on your terms and more of the fleet keeps earning.
We publish what we find.
The Recall Signal Gap
A data analysis of the U.S. recall record: how wide the recall-to-repair gap is, how much of it vehicle signal can reach, and what closing it is worth.
Read the paper AnalysisThe Unread Safety Signal
A field catalog of the safety signals a vehicle already broadcasts on its data bus: what each detects, how early, and the cost of leaving them unread.
Read the paperSee what it finds in your fleet.
The platform is live today. We work directly with a small number of fleet operators and OEMs. If your fleet produces more signal than your teams can act on, let's talk.