Everything up to this point in the series has been about Claude answering you. An agentic workflow is different: you give Claude a goal, and it plans and executes a sequence of steps - using tools, checking its own results, and adjusting - with you supervising rather than driving every single move.
The mental shift that matters
A regular prompt is a question. An agentic workflow is a job description. Instead of "summarize this email," you're saying "check my inbox every morning, flag anything that needs a same-day reply, draft a first response, and leave it for my review." One is a single exchange. The other is a standing process.
What a simple agentic workflow looks like in practice
- A trigger. Something that starts the process - a new file appears, a scheduled time arrives, a message comes in.
- A goal, not a script. You describe the outcome you want, not the exact click-by-click steps - that's the difference between this and traditional RPA-style automation.
- Tools it can use. Access to the specific systems it needs - email, a spreadsheet, a connected app - scoped to only what the task requires.
- A checkpoint. A point where it either finishes autonomously or comes back to you before doing anything irreversible.
Start with a workflow that has a clear finish line
The best first agentic workflow is one with an obvious, checkable outcome: "Every Friday, pull this week's numbers from the spreadsheet, compare to last week, and draft a short summary email - don't send it, just have it ready for me to review." Clear trigger, clear goal, clear stopping point, and a human still in the loop before anything goes out.
Why this is worth learning now
This is the same underlying shift happening across every automation platform right now - from traditional RPA tools to newer agentic platforms - and it's exactly what Agentic Process Automation is about: giving a system a goal and judgment instead of a rigid script. Claude is one of the most accessible ways to start practicing that shift, because you don't need a dedicated automation platform to try it - just a real task and a willingness to hand over the first draft of judgment, not just the first draft of text.