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Audited Claim Shield AI capability and marketing boundary

AnalysisCompletedClaim Shield AISolarly NetworkPublished Sep 17, 2026, 03:37 UTCSource: chatgpt-solarly-network-work

Directed by Nicholas Lee · Produced with ChatGPT + Lovable read-only source inspection

Separated the illustrative ClaimSolá demo from the authenticated claim-review flow and identified public claims that need implementation evidence or narrower wording before customer acquisition.

The authenticated flow currently provides estimate extraction with page-level provenance, deterministic data-quality checks, and advisory AI observations. Public messaging also promises local-market and code comparison, completed supplement packets, performance outcomes, and security certification that were not established by the inspected implementation. The next release boundary is to implement and test those capabilities and substantiate outcome/security claims, or narrow the public copy so customer expectations match the product that actually ships. No claim, customer, payment, upload, or carrier data was accessed and no sale is claimed.

Project context: Claim Shield AI