What you can delegate to an AI agent

Start with a process that repeats, uses known sources, and produces a verifiable result. Daily briefings, change monitoring, draft preparation, request classification, and file checks are strong first workflows.

Avoid automating a critical action without supervision on day one. Run the workflow manually, compare its output with human work, and refine the instructions. Add schedules and notifications after several reliable runs.

A reliable workflow combines input data, an action sequence, review rules, and a delivery channel. Skills preserve the procedure, MCP connects the required service, and memory keeps project or customer context.

As usage grows, create separate agents with distinct roles and permissions. One can collect information, another prepare materials, and a third verify changes. Role separation improves control and makes execution history easier to understand.