Define the unit
Usage and security logs are kept indefinitely because nobody knows when they can be deleted.
Define the unit for “Choose a retention period from evidence needs, not habit”: Usage and security logs are kept indefinitely because nobody knows when they can be deleted. You need an approval trail, a bounded liability, and records that collect no more data than necessary.
Build a baseline for “Choose a retention period from evidence needs, not habit”: Renewal, cancellation, payment recovery, and privacy requests must remain auditable and self-service.
Build a baseline
Calculate the exposure for this case: Set the shortest defensible window for incidents, disputes, and legal duties, then automate review or deletion.
Run a boundary case for “Choose a retention period from evidence needs, not habit”: identify the evidence that would make this proposed action unsafe—Set the shortest defensible window for incidents, disputes, and legal duties, then automate review or deletion.
- Evidence 3 for “Choose a retention period from evidence needs, not habit”: data item and purpose
- Evidence 4 for “Choose a retention period from evidence needs, not habit”: recipient and transfer
- Evidence 1 for “Choose a retention period from evidence needs, not habit”: retention and deletion
- Evidence 2 for “Choose a retention period from evidence needs, not habit”: access and incident owner
Calculate the exposure
Turn the result into a rule for this exact problem: the acceptable end state must resolve the original condition—Usage and security logs are kept indefinitely because nobody knows when they can be deleted.
calculation worksheet decision for “Choose a retention period from evidence needs, not habit”: Set the shortest defensible window for incidents, disputes, and legal duties, then automate review or deletion.
Run a boundary case
Build the calculation worksheet for “Choose a retention period from evidence needs, not habit.” Use one time window and one denominator throughout. Show the normal value, peak value, acceptable loss, and boundary at which the operating decision changes.
Turn the result into a rule
Apply the data-minimization decision from “Choose a retention period from evidence needs, not habit” to the control itself. Download AI Cost Circuit Breaker and begin with local operational counters designed not to store prompts, responses, API keys, or direct user identifiers.