Audit advanced Works with: Any AI

ServiceNow Change Success and Failed Change Audit

Table output

Learn from failed and emergency changes.

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Audit change management. Data: changes in the last quarter with type, risk, result (successful, failed, rolled back), caused incidents, approval time, emergency flag: [CHANGE_DATA].

Display counts and rates in a table: total, successful, failed, rolled back, emergency, and incidents caused. Compute the success rate (188 of 200 is 94 percent), failure rate, rollback rate, share of emergency changes, incidents caused per 100 changes, median approval time and change lead time, with arithmetic. Analyse failed changes by cause (testing, communication, scheduling, dependencies) and by type of change, noting small numbers; compare emergency with planned changes and ask why emergency changes were needed. Avoid blaming individuals. Return patterns, actions and a review routine. Check field names and process features against my instance with the platform administrator, and tag anything uncertain [VERIFY]. State the sample size next to every rate and say which comparisons are too small to rely on. Keep the review routine to a monthly 30-minute session with named owners, and list the three questions to ask about each failed change.

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