Methodology

HairAudit uses a structured review model designed for consistency across case submissions, with AI-assisted analysis and expert-reviewed interpretation.

Structured review model

Each case follows a defined sequence: evidence intake, visual analysis, domain scoring, confidence interpretation, and controlled output finalisation.

Assessment principles

  • - standardized scoring domains
  • - documented evidence traceability
  • - confidence-aware interpretation
  • - transparent distinction between quality concerns and evidence limitations

AI-assisted, expert-reviewed

AI is used to support consistency and structured analysis. Final outputs are reviewed within a controlled process where applicable.

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