Automation

AI agents vs automation: which one do you actually need?

Use plain automation when the rules are deterministic — same inputs, same outputs, no judgment required. Use AI agents when inputs are unstructured (PDFs, emails, voice) or each instance needs a decision. Most production systems mix both: automation moves the predictable steps, an agent handles the messy ones.