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SaaSKeystone Logistics · 2023 · 6 months
Keystone Ops
Keystone Ops centralizes fleet telemetry and uses a predictive model to flag vehicles likely to need maintenance, reducing unplanned downtime by 27%.
ReactDjangoTimescaleDB
View live project Results
-27%
Unplanned downtime
1,900+
Vehicles tracked
-15%
Maintenance cost
The challenge
Keystone's dispatchers were reacting to breakdowns instead of preventing them, and telemetry data was scattered across three disconnected systems.
Our approach
We unified telemetry into a single pipeline and trained a predictive maintenance model, surfacing risk scores directly in the dispatcher's daily workflow.
Selected screens
Fleet map
Maintenance risk score
Telemetry pipeline