Find the hidden work
Experienced employees often spend their time translating between functions, reconciling conflicting plans, and chasing decisions. Some collaboration creates value. Repeated escalations, duplicate reviews, unclear ownership, and preventable handoff failures consume capacity without improving the outcome.
Redesign the interfaces
AI makes these weaknesses more visible because automation requires explicit workflows, authoritative information, and clear exception handling. Making each function faster will not necessarily improve enterprise performance if the connections remain broken. Identify where strategic work stalls, where individuals compensate for weak processes, and what should change before automation. Protect expert judgment by removing avoidable friction around it.