Where AI fits into a reliable business workflow
AI can help interpret unstructured information. Workflow automation connects the steps around it. A dependable process uses each where it is useful.
Use rules for predictable steps
Moving a record between systems or routing a request based on an exact field often needs ordinary rules. Clear rules make those steps easier to validate and explain.
Use AI when interpretation helps
A request written in natural language may need a summary or a suggested category. AI can assist with those tasks, but the workflow should account for unclear inputs and imperfect answers.
Make review part of the process
Choose the actions that need a person’s approval. Sending an important response or changing a critical record may deserve review even when AI prepares the first draft.
Test exceptions, not just happy paths
Try incomplete requests, repeated submissions, and ambiguous messages. Decide what happens when a system is unavailable or an answer needs checking. Reliable automation includes a clear path for those cases.