validate_data_safety_lite
Quickly screens high-volume payloads for sensitive patterns without AI. Returns SAFE_TO_PROCESS or REVIEW_REQUIRED in under 100ms to determine if full classification is needed.
Instructions
Validates a payload for sensitive patterns without AI classification. Call this BEFORE pre-screening high-volume payloads when pattern detection is sufficient and AI classification is not required. Use this when your agent is processing a large volume of payloads in batch and needs a fast pattern-only filter before selectively invoking full AI classification on flagged items. Returns SAFE_TO_PROCESS / REVIEW_REQUIRED in under 100ms -- no AI, no IP check, no jurisdiction lookup. Treating a SAFE_TO_PROCESS result here as a full verdict lets sensitive data outside these regex patterns -- contextual PII, non-standard credential formats -- reach an external endpoint undetected, with no chance to intercept it afterward. Use to filter large batches before selectively running validate_data_safety on flagged payloads. Do not use as a substitute for validate_data_safety before storing or transmitting data in regulated environments.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| context | No | Optional: what your agent plans to do with this data. | |
| payload | Yes | The data payload to screen for sensitive patterns. |
Output Schema
| Name | Required | Description | Default |
|---|---|---|---|
| verdict | Yes | ||
| checked_at | Yes | ||
| _disclaimer | Yes | ||
| agent_action | Yes | ||
| analysis_type | No | ||
| patterns_detected | No | ||
| sensitivity_level | No |