Women's health evidence exists, but it is structurally hard to reach. High quality clinical research is fragmented across specialist medical databases, each with its own access logic and institutional barriers. The gap was not credibility. It was discoverability. What was missing was a neutral discovery layer that could surface medical evidence across systems without dropping methodological standards or adding institutional friction.

• Evidence reach

  Integrated access to 8 specialist medical and clinical research databases, indexing over 50 million peer reviewed papers in health and life sciences.

• Infrastructure

  Implemented a Supabase powered backend for structured data storage, user state, and scalable query handling.

• Bias visibility

  Designed an automated bias detection layer highlighting gender gaps, population exclusions, and methodological blind spots in published research.

• Modes of use

  Delivered two search modes: rapid clinical discovery and deep research exploration, both with advanced filtering by study type, population, and evidence strength.

• Research access

  Lower barrier for clinicians, advocates, and practitioners outside academia, without softening clinical standards or hiding where the evidence came from.