Offer a productized engineering engagement that audits an existing LLM^? workflow, builds an evaluation harness, improves the extraction or agent pipeline, and hardens the deployment path. The first version can be a 4 to 6 week service package with fixed deliverables: workflow map, golden test set, eval metrics, prompt/tool/RAG^? redesign, latency-cost profile, and production readiness report. Over time, repeatable harnesses, templates, and monitoring components can become a lightweight software layer.

Healthcare and government-service AI products are moving from pilots into production, where reliability, auditability, and cost control become urgent. The job signals show multiple companies hiring scarce senior talent for the same production AI capability.