What a Calm 90-Day AI Rollout Looks Like

Days 1 to 14: map and measure

Document how the chosen workflow works today and record a baseline: time per task, error rate, and client response time. Without a baseline you cannot prove improvement.

Days 15 to 30: a small pilot

Run the new process with one person and a limited set of clients. Keep a human review step on anything client-facing.

Days 31 to 60: connect and standardize

Once the pilot works, write a short checklist, connect the tools, and train the rest of the team. Consistency matters more than clever automation.

Days 61 to 90: review and decide

Compare results against your baseline. Keep what saves time without hurting quality, adjust what is close, and stop what is not working before choosing the next workflow.