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Methodology

How GHMAP structures market-access intelligence.

GHMAP separates verified source context from open questions, placeholders, and professional-review requirements.

Accepted source types

  • Official regulator publications
  • Government and ministry materials
  • Payer, HTA, and reimbursement guidance
  • Peer-reviewed literature where relevant to evidence context
  • Qualified local professional review notes

Source hierarchy

  • Primary official sources first
  • Current jurisdiction-specific guidance before summaries
  • Secondary sources used only with source status clearly marked
  • Unverified material remains labeled as source required or to be verified

Jurisdiction and date tagging

  • Country and sub-jurisdiction where applicable
  • Source date
  • Review date
  • Reviewer role or review status when available
  • Known update cadence or next review trigger when available

Confidence levels

  • High: primary source, current, jurisdiction-matched, reviewed
  • Medium: credible source but missing one or more verification dimensions
  • Low: incomplete, outdated, indirect, or not yet reviewed
  • Unknown: source required before business use

Human review process

  • AI-assisted structuring should be reviewed by qualified professionals
  • Market-access conclusions require human validation
  • Local counsel, regulatory specialists, reimbursement advisors, and commercial experts may be needed

AI limitations

  • AI can organize questions and draft comparison structures
  • AI may miss recent changes, local nuance, or source context
  • AI output is not a regulatory, reimbursement, clinical, legal, or commercial determination

Update frequency

  • Important sources should be rechecked before business decisions
  • Update cadence depends on jurisdiction, source type, and market activity
  • Older or undated materials should remain lower confidence until reviewed

GHMAP structures source status, evidence gaps, review needs, and next actions for market-access planning.

Professional review remains part of the workflow, including regulatory, reimbursement, legal, compliance, and commercial review where appropriate.

Update frequency depends on the source and jurisdiction. Important materials should be rechecked before business decisions are made.

Reviewed launch planning

Use GHMAP to organize market-access decisions before committing launch resources.

GHMAP structures source status, evidence gaps, review needs, and next actions for market-access planning.

Professional review remains part of the workflow.