Connect AI to one clearly defined business workflow, with agreed inputs, review points and tested outputs. We start by mapping the workflow, naming the integrations and agreeing on acceptance criteria. I then implement the AI feature, assistant or agent workflow, including error handling and human review where needed. You receive the agreed implementation, test scenarios, configuration notes and a handover walkthrough. To scope the work, send your current process, example inputs and expected outputs, existing tools, budget and timeline. We agree on milestones and delivery dates before starting. Additional workflows, integrations and ongoing support are scoped separately. Provider subscriptions and usage costs are separate. Contact me for a scoped quote.