Review identity
System/release: [name/version]
Period: [start–end]
Owners: [roles]
Accessible HTML template · Blank scorecard
Event AI managed-operation scorecard.
Report denominators, measurement windows and known missingness. A scorecard supports an operating decision; it does not turn an estimate into a result.
Eligible use
[Eligible cases], [cases processed], [accepted work], [user adoption by responsible role].
Quality
[Material corrections], [false-complete cases], [ambiguity routes], [fallback frequency], each with a denominator.
Operation
[Availability within supported window], [provider/access failures], [incidents], [time to restore], [open risks].
Cost
[Runtime/provider/service cost], [cost per eligible/accepted case], [variance and cause].
Business result
[Baseline], [accepted measure], [measurement window], [observed result], [confounders and limits].
Change record
[Models, integrations, prompts/rules, permissions, data sources and releases changed during the period.]
Decision
[Continue / correct / narrow / expand / retire], [owner], [reason], [next review].