Manufacturing AI delivering measurable outcomes

Rising warranty spend and difficulty identifying fraudulent or duplicate claims across a global dealer network.

Implemented an AI-driven claim scoring engine integrated with the warranty management system, flagging high-risk submissions in real time.

Significant reduction in warranty leakage, faster claim adjudication, and recovered millions in supplier cost recovery.

Manual end-of-line inspection introduced inconsistency and escape risk on safety-critical assemblies.

Deployed multi-camera computer vision station with model retraining loop and MES integration.

Higher first-pass yield, near-elimination of safety escapes, and audit-ready quality records.

Dealers struggled with complex parts catalogs, leading to ordering errors and lost service revenue.

Built a natural-language and visual parts search assistant integrated with the dealer portal.

Faster parts identification, increased parts revenue, and significantly improved dealer satisfaction.