API Design & Integration for Automotive

Idempotency keys on every write endpoint prevent the duplicate-charge class of bug entirely. It is a small amount of work that removes an entire category of incident.

In automotive, tier-one supply chains demand traceability on every part and every process. That single fact reshapes how api design & integration has to be built here, the guardrails, the approval points and the evidence trail are design inputs rather than things bolted on before go-live.

The workload we are most often asked to take on first is telematics analytics, usually integrated against ERP. Integration comes before intelligence. A model that cannot reach your systems of record is a demo with good manners.

Multi-model by default, so a provider outage is a routing decision rather than an incident. Six weeks to something running in production, not six quarters to a strategy document.