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About This Project

This is a research project mapping the landscape of international pharmaceutical regulatory agreements and cooperation mechanisms. The visualization presents how drug regulatory authorities around the world formalize cooperation through mutual recognition agreements, reliance pathways, harmonization initiatives, and other mechanisms.

These agreements shape how medicines are evaluated and approved globally. They can reduce duplication of regulatory effort, accelerate patient access to medicines, and enable resource-constrained authorities to leverage the expertise of established agencies.

The map draws on publicly available information from regulatory authorities, international organizations, and published literature. It is maintained as part of ongoing research at the intersection of regulatory science, international governance, and policy.

This project is produced by ARB Research with support from Emergent Ventures.

Sources

Agreement data was compiled from primary regulatory authority sources including the FDA, EMA, MHRA, TGA, HSA, Swissmedic, and Health Canada.

The agreement type taxonomy draws on the WHO Good Reliance Practices (TRS 1033, Annex 10, 2021), the National Academies report on regulating medicines in a globalized world (2020), and the ICMRA Statement on Reliance.

Development & Verification

This map was built through iterative "vibe coding" with Claude Opus (Anthropic), where the entire codebase — data, visualization, and text — was generated and refined through conversational prompting rather than traditional software development.

Data accuracy was managed through a multi-agent team pipeline. For each round of additions, independent fact-checker agents verified every agreement's year, parties, regulatory function, and category assignment against primary sources, while a separate data-drafter agent structured entries from coverage reports. A cross-review agent then reconciled the drafted data against the verified facts, flagging discrepancies — this process caught two incorrect years, two miscategorized agreements, and a misdescribed regulatory mechanism before they reached the map. Glossary definitions were verified line-by-line against a local copy of the WHO TRS 1033 Annex 10. A final red-team review verified structural integrity and rendering correctness.

Despite this process, errors in agreement details, categorization, or coverage gaps may remain. Corrections and omissions can be reported to connect@sapien.institute.

Last updated: February 2026