Case Study Library
Published case studies across every discipline — each source-cited and tagged so you can trust the signal. Search and filter to find what matters to your function.
12 results
A European Tier-1 deployed a vision model on the body-in-white line and cut escaped defects by 38% across two quarters, shifting operators from scanning every panel to adjudicating flagged frames.
A paint-shop digital twin simulated airflow and curing-oven schedules, trimming energy use 9% while holding finish-quality KPIs — one of the highest-energy areas in the plant.
Vibration and acoustic telemetry fed an anomaly model that predicted bearing failure on a stamping press ~11 days ahead, converting unplanned stoppages into scheduled maintenance windows.
A developer demonstrated an end-to-end, learning-based driving system generalising to new cities with minimal hand-engineered rules.
An OEM design studio used generative design to explore thousands of structural concepts against weight and stiffness targets, cutting weeks from the early concept phase.
A dealer group prioritised sales follow-up using AI lead scoring, lifting conversion on the same lead volume by focusing human time on the highest-intent buyers.
A powertrain team trained surrogate models on historical test data to predict outcomes, removing a meaningful share of physical rig tests from the validation plan.
A brand used connected-vehicle telemetry to predict service needs and pre-emptively book appointments, lifting workshop utilisation and customer retention.
A race team fused live telemetry with predictive models to optimise pit and tyre strategy in real time — techniques that later migrate to production vehicles.
A supplier validated an ADAS feature against millions of simulated edge-case scenarios before road testing, surfacing failure modes far earlier in development.
A remarketing operation used demand-and-supply signals to price used inventory dynamically, reducing days-to-sale while protecting margin.
An OEM resolved a software-related campaign over the air instead of through workshop visits, sharply reducing campaign cost and customer disruption.