PII patterns to strip from logs

Emails and phone numbers

Teams using Sandbox AI tools should treat this as a working practice, not a compliance standard. Document decisions, assign owners, and revisit after each model or data pipeline change.

API keys in error traces

Teams using Sandbox AI tools should treat this as a working practice, not a compliance standard. Document decisions, assign owners, and revisit after each model or data pipeline change.

Account identifiers

Teams using Sandbox AI tools should treat this as a working practice, not a compliance standard. Document decisions, assign owners, and revisit after each model or data pipeline change.

Redact before third-party observability

Teams using Sandbox AI tools should treat this as a working practice, not a compliance standard. Document decisions, assign owners, and revisit after each model or data pipeline change.