Direct answer
AI workflow automation uses AI and integration software to remove repeated manual steps from business processes. The best candidates are frequent, rules-aware tasks with clear inputs, outputs and review criteria.
Where to start
Start with workflows that are frequent, disliked, measurable and already documented. Avoid automating unclear processes before the underlying decision logic is understood.
Automation architecture
A reliable automation may combine deterministic rules, API integrations, retrieval, model calls and human approval. The architecture should be no more complex than the business problem requires.
Measurement
Expected value should be calculated from hours saved, error reduction, cycle-time improvement and adoption likelihood. The ROI calculator on this site is an initial scoping tool, not a guaranteed business case.