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How it Works

The only open, evidence-driven AI platform connecting all life sciences stakeholders

ScienceLeadR aggregates large-scale validated scientific data in real time and enriches it with AI to build a trusted knowledge graph linking experts, institutions, and medical indications. This evidence-driven intelligence helps you find the right experts faster, understand influence and collaboration networks, and activate collaborations through dashboards, monitoring, and targeted engagement.

Medical professionals collaborating around a table with laptops and documents

Step 1 — Real-Time Data Aggregation & Identity Resolution

ScienceLeadR continuously aggregates validated scientific data (publications, clinical trials, patents, grants, and congress activity) and applies advanced disambiguation to accurately identify and connect experts, institutions, and organizations, creating a reliable, traceable foundation.

Step 2 — AI Enrichment & Knowledge Graph Intelligence

AI models enrich the structured data by mapping expertise to medical indications, generating metadata and topic insights, ranking content by scientific relevance, and revealing relationships between experts, teams, and institutions. This knowledge graph powers multilingual search and advanced life sciences analytics.

Step 3 — Insights to Action: Analytics, Dashboards & Collaboration

ScienceLeadR turns intelligence into decisions with influence analytics (KOLs, Rising Stars, networks, investigator discovery), real-time dashboards (Scientific Footprint, benchmarking, talent visibility, governance reporting), and activation tools (trial matching, community engagement, advisory boards, monitoring, and evidence-based reports/content), so organizations and experts collaborate faster while saving time and reducing costs.

Why this matters for your team

  • Medical Affairs and R&D find the right experts faster and reduce screening time.
  • Institutions and CHUs get governance ready dashboards to track impact and funding signals.
  • Researchers and clinicians receive dynamic profiles that increase discoverability and save CV maintenance time.

78K+

Organizations

4M+

Experts profiles

98%

Automatic rate of disambiguation

Trust and transparency

Citation grounded & explainable

Our enrichment is citation grounded and explainable.

ORCID profile claiming

Profiles can be claimed via ORCID.

GDPR & privacy compliant

Data handling follows GDPR and institutional privacy standards.

Where does the data come from?

Our data is sourced from publicly available information collected across multiple reputable sources.

book-outline

Publications

test-tube

Studies

file-certificate

Patents

book-education

Grants

Conferences

Proof points and integrations

Validated in pilots and collaborations with INSERM, Sanofi, MSD, UCB Pharma, Baylor Scott & White Health and others. Integrations include ORCID and major public scientific indexes.