Know what to build before you commit to the implementation.

I review the workflow you want to improve, the systems it touches and the decisions that need human judgment. We work through where AI is useful, where ordinary automation is enough and what the first useful version should do.

The agreed review can include a workflow map, an architecture recommendation, integration requirements, risks and a scoped implementation plan.

Useful when you have an AI idea, an unreliable prototype or a manual process that needs a clearer technical path.

Send me the workflow, the tools involved and the point where work gets stuck. Scope, timing and pricing are agreed before work begins.