AI works best inside a defined process.
The strongest automation opportunities are usually narrow, repeated, and measurable. AI should reduce a real bottleneck, not create a disconnected feature.
High-value automation areas.
Document extraction, support triage, content review, approval summaries, lead scoring, notification routing, and report drafting are practical places to start.
Keep humans in control.
Business-critical workflows still need review, audit trails, role controls, and clear escalation paths.