Turn one costly manual workflow into a reviewed, testable automation plan or a working production system. I audit the current process, identify where AI or deterministic automation creates measurable value, and design the smallest credible path to implementation.

The engagement can include a 90-minute workflow audit, friction map, ranked opportunities, target architecture, integration map, risk register, implementation plan, tested proof on one critical path, documentation and handover.

I remain the accountable delivery lead and can coordinate long-standing collaborators in design, QA, DevOps and specialist engineering when the agreed scope requires them. No invented ROI claims, fragile demos or hidden hand-offs.