
IRA Exposure Modeling Guide
A practical guide for modeling Medicare negotiation exposure with FDA approval clocks, CMS spending, MFP records, patents, and exclusivity data.
Open ResourcePractical material for market access, pharmacovigilance, clinical operations, BD&L, and life sciences data teams.

A practical guide for modeling Medicare negotiation exposure with FDA approval clocks, CMS spending, MFP records, patents, and exclusivity data.
Open Resource
Reusable SQL patterns for adverse event surveillance, PRR scoring, seriousness outcomes, and label coverage detection.
Open Resource
A repeatable warehouse-native template for mapping competitive trial activity by indication, intervention, sponsor, target, geography, and status.
Open ResourceEnterprise case studies are shared during procurement under mutual NDA. Public summaries focus on repeatable patterns: reducing FAERS engineering backlog, modeling IRA exposure in a warehouse, and replacing one-off ClinicalTrials.gov spreadsheets with governed trial intelligence.