AI-Assisted Verification & ESG
Purpose: AI accelerates reviews and reporting; it does not replace the PoV Gate. The Gate still decides.
What: detect unrealistic readings, suspicious spikes, duplicate submissions.
Why: raise/route exceptions early; keep attestors focused.
What: AI helpers for baseline estimation, method conformance (methodHash), and evidence completeness.
Why: faster, more consistent verifier decisions.
What: normalize fields across registries and methodologies; map to schema versions.
Why: comparable assets and cleaner exports.
What: render reports from on-chain lineage (evidence → attestations → mint/retire).
Why: audits become review, not reconstruction.
What: triage queues, confidence scores, premium SLA routing.
Why: lower OPEX without weakening the attestor quorum.
Important: AI is assistive. Admissibility still requires PoV quorum + One-Claim.
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