MSL teams are not hired to manage spreadsheets. Automate KOL discovery, insights, and outreach — and get back to real field impact.
The Problem
Stale Data
Static KOL lists outdated the moment they're delivered
Blind Spots
No visibility into community-level providers who drive real-world prescribing
Manual Work
MSLs wasting hours on manual research across disconnected tools and spreadsheets
No Prioritization
No systematic way to prioritize outreach or measure engagement impact
Siloed Teams
No coordination across territories, therapeutic areas, or team members
“Medical Affairs is still operating on spreadsheets in a world that demands real-time intelligence.”
The Platform
Four pillars that transform how MSL teams discover, decide, execute, and measure.
Find who actually matters
Dr. Sarah Kim
Hematology / Oncology
Dr. Michael Rivera
Rheumatology
Dr. Jennifer Torres
Immunology
Stack filters, surface exactly who you need
Active Filters
Add Filter
Personalized at scale
Generate context-aware outreach drafts grounded in each KOL's publication history, trial activity, and past interactions.
Dr. Sarah Kim
Hematology / Oncology — Boston, MA
Subject: Your recent PFS data in r/r DLBCL
Dr. Kim — Your ASH poster on bispecific combinations showed promising 18-month PFS. We'd love to discuss how this aligns with our Phase III...
Walk in prepared
Equip MSLs with AI-generated pre-call briefs, real-time insights, and smart territory prioritization before every meeting.
Dr. Michael Rivera
Northwestern — March 22, 2:30 PM
Key Topics
Recent Phase III data in RA
Upcoming ACR presentation
Advisory board follow-up
Last: Jan 14 — Discussed biosimilar positioning
Product Suite
Purpose-built modules that work together to power your entire medical affairs operation.
Advanced multi-criteria search with scored, tiered results. Build queries as specific as your strategy demands.
Surface real-world treatment centers and community specialists beyond academic KOLs.
Auto-generated KOL briefs with publications, trials, and affiliations.
Territory planning, call planning, and lightweight interaction logging.
Capture field insights, structure them automatically, feed back into strategy.
Monitor competitor engagement, track trial activity shifts, spot emerging KOLs.
Engagement heatmaps, influence changes over time, coverage gap identification.
Why Now
Publications, trials, and real-world evidence growing exponentially. No team can keep up manually.
Treatment moving beyond academic centers to community providers. Your data needs to follow.
Teams asked to do more with fewer resources. Every interaction needs to count.
Leadership demanding measurable impact from Medical Affairs. Gut-feel strategy is no longer enough.
Why Bionara
Use Cases
Don't just find the top experts — surface every type of HCP profile you need for your niche. Bionara maps the full landscape pre-launch so your team walks in with complete coverage from day one.
Know exactly where MSLs should spend their time for maximum impact. Our heatmap analysis reveals opportunity density across every territory in your footprint.
Run custom, AI-driven outreach for every type of HCP — from Tier-1 KOLs to community treaters. MSLs only get looped in when an HCP is responsive, and your team can alter the outreach strategy at any time.
Dr. Sarah Kim
Tier-1 KOL
Dr. James Park
Community Treater
Dr. Lisa Martinez
Rising Investigator
Dr. Robert Hall
Community Treater
Dr. Anna Torres
Digital Influencer
Discover community-level treaters and non-obvious influencers. Map the networks that connect academic KOLs to the providers actually treating patients in your disease area — and keep it all persistent and visible to your entire company over time.
Early Results
“Bionara gave us visibility into community treaters we never knew existed. It changed how we plan our territory.”
— Early Access Partner
See how Bionara can leverage your team with workflows they already know.