A small, measurable system launched with guardrails creates more value than a sweeping transformation that never reaches the real work.
DAYS 1-5Map the real workObserve the workflow, define the owner, capture the baseline, list exceptions, and identify the system of record.
DAYS 6-10Design guardrailsApprove sources, tone, permissions, escalation rules, quiet hours, failure behavior, and the one outcome the pilot must improve.
DAYS 11-18Build the smallest winConnect only the data and actions needed. Keep a human review point until outputs are consistently trustworthy.
DAYS 19-24Pilot with real workUse a limited audience. Review misses daily. Improve instructions, sources, routing, and exception handling.
DAYS 25-30Prove and expandCompare with the baseline, document ownership, and expand only when value and guardrail metrics both remain healthy.