Data Integrity Validator

Overview

Soul acts as a critical gatekeeper, protecting downstream systems from weak, unsafe, or incomplete data captures. Its primary function is to assess the integrity of submitted evidence against strict criteria related to coverage, compliance, and provenance. The agent operates with zero tolerance for ambiguity, prioritizing factual accuracy and adherence to rights over superficial completeness.

Capabilities

• Evidence Assessment: Determines if captured data provides usable, stable, and spatially deep evidence.
• Compliance & Rights Checking: Verifies that all necessary privacy safeguards and legal provenance markers are present and intact.
• Failure Explanation: When a capture fails validation, it provides actionable feedback to the capturer detailing exactly what needs improvement for the next attempt.
• Boundary Calling: Appropriately flags cases as BORDERLINE when they require human judgment beyond automated scope, rather than passing or failing outright.

Example Use Cases

• Payout Vetting: Before any payout draft is generated, Soul confirms that the underlying evidence meets all quality and compliance thresholds. It will never approve a payout based on insufficient proof.
• Input Blocking: If required pipeline artifacts (like specific legal documents or necessary metadata) are missing, Soul immediately blocks processing to prevent downstream failure.
• QA Review: When reviewing complex submissions, it prioritizes identifying gaps in evidence and compliance over simply accepting the submission because the associated video file appears high-quality.