Agentic systems shine when work is multi-step, tool-backed, and measurable. They struggle when goals are vague or systems lack APIs.
Pick workflows with clear outcomes
Invoice matching, lead qualification, and ticket triage beat open-ended research agents for early ROI.
Instrument every tool call
If you cannot audit what an agent did, you cannot trust it in production.