Use Cases

Built for professional teams that work with healthcare experts as a strategic asset.

KOLLens adapts to how your team works — whether you build advisory boards, track launch segments, validate expert credentials, or produce evidence-backed mapping deliverables.

Medical Affairs

Build sharper advisory boards and congress strategies.

KOLLens gives medical affairs teams a structured view of expert activity across publications, conferences, trials, and news — with AI that explains why an expert matters right now.

  • Identify advisory board candidates with evidence-backed relevance scoring
  • Track congress speaker activity and session momentum before key events
  • Monitor engagement signals across your managed expert network
  • Generate exportable expert profiles for internal review and planning
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Advisory boardsCongress planningExpert engagementMSL support
Commercial Intelligence

Track expert influence shifts across launch-critical segments.

Commercial teams use KOLLens to monitor who is speaking, publishing, and influencing in priority therapy areas — and to catch signal changes that affect launch readiness.

  • Segment experts by therapeutic focus, geography, and signal strength
  • Track disclosure and payment changes across the speaker ecosystem
  • Identify emerging voices before they reach peak influence
  • Compare competitive congress presence across therapy areas
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Launch intelligenceSpeaker monitoringCompetitive signalsSegment analysis
Market Research

Identify and validate the right experts before engaging them.

Research teams use KOLLens to build credible, evidence-backed expert shortlists, understand influence clusters, and verify expert credentials before interviews or studies.

  • Build expert shortlists with structured filter criteria and AI refinement
  • Validate publication recency, trial roles, and affiliation context
  • Map collaboration networks and identify underrecognised voices
  • Export annotated expert lists for fieldwork and partner use
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Expert shortlistingValidationNetwork mappingFieldwork prep
Expert Mapping

Assemble and export evidence-backed target expert lists.

Mapping teams use KOLLens to build structured expert lists with multi-source evidence, AI-assisted ranking, and export-ready outputs that communicate clearly to stakeholders.

  • Build lists using structured filters across 8 signal dimensions
  • Rank experts using composite signals, not just publication counts
  • Add context annotations, watchlist groupings, and team notes
  • Export in slide, CSV, or structured report format with provenance
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Target listsMulti-source rankingAnnotationsExport format