LLM Application Development for Automotive

An LLM app without an evaluation suite is a system nobody can safely change. We ship the tests alongside the feature, so your team can keep moving after we hand over.

In automotive, tier-one supply chains demand traceability on every part and every process. That single fact reshapes how llm application development 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 visual quality inspection, usually integrated against telematics platforms. Every engagement opens with a measurement: the cycle time, the cost per transaction, or the error rate we are being asked to move.

Multi-model by default, so a provider outage is a routing decision rather than an incident. You own the code, the models where they are open-weight, and the documentation to run it without us.