Buyers tell me the same two stories. The strategy firm drew a plan nobody could ship against. The automation shop shipped an agent onto a broken process, sped up one step, and left every handoff around it in place. I do both halves.
Plan and build from one person. The person who maps the workflow is the person who ships against it. Nothing gets lost between a strategy vendor and a build vendor.
A baseline before anything gets built. Every line of the plan carries a named owner, a measured baseline, and a build type. The build is measured against that baseline, so you can show the before and after in hours, days, or dollars.
Every team the workflow crosses, aligned. As a Technical Program Manager at eBay, I worked with directors and engineering managers across roughly a dozen teams to agree on trade-offs. AI programs get the same treatment, with the governance rules written down before anything ships.
Your team owns it after. The evals, the runbook, and the layer your team and your AI both read from stay with you.
AI Workforce Training gets your people using it. There is no permanent vendor dependency.