Cruise Autonomous Vehicles (AVs)
Developed product analytics and operational strategy for Cruise's autonomous vehicle platform, supporting data-driven decision-making across fleet operations.
Overview
Engaged with Cruise's product and engineering teams to develop an analytics and operational data strategy for their next-generation autonomous vehicle platform. The focus was on building frameworks to extract actionable insights from large-scale fleet telemetry and operational event data.
Approach
Mapped existing data pipelines and identified gaps in real-time operational visibility. Designed a structured approach to KPI definition, anomaly detection, and fleet performance reporting, working cross-functionally with safety, engineering, and operations teams.
Outcome
Produced a roadmap for a unified fleet operations dashboard and data governance model, enabling Cruise teams to make faster, data-backed decisions on route optimization, safety incident response, and hardware deployment prioritization.
Power in Numbers
90
Programs
50
Locations
200
Volunteers
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