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ServiceNow SLA Breach Analysis and Root Causes

Table output

Understand why targets were missed.

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Analyse SLA breaches. Data: tickets with priority, target, actual time, group, reason for breach if recorded, pause time, and hour of creation: [SLA_DATA].

Show attainment (met divided by total) by priority and group with numerator and denominator, the average overrun in hours for breached tickets, and breaches by hour and weekday (they often cluster after shift changes). Check for misuse of pause states, how often tickets sit paused for long periods, and mis-set priorities. Confirm how the clock is defined in our configuration [VERIFY]. Offer three hypotheses with tests, such as a staffing gap on Monday mornings, and a two-week experiment. Return a table and actions. Configuration differs between instances, so label any field name or process step you are unsure of [VERIFY] and ask the administrator to confirm it. State the sample size and the period, and list the fields you would need that the data lacks. Keep the actions to the two that would remove the most breaches, and say how we will know after two weeks whether they worked.

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