Physician Intelligence That Kills Surveys
AI-analyzed expert interviews that capture what checkbox surveys miss, the hesitation, conviction, and emotional signals that reveal how physicians actually make decisions.
The Results Speak
Proven outcomes from AI-analyzed physician interviews
Built for Physician Intelligence
Deep physician intelligence for teams who need more than surface-level survey data.
Pharmaceutical
Launch strategy, prescriber segmentation, and message optimization based on real physician sentiment.
Biotech
Clinical development insights, KOL identification, and market readiness assessment for emerging therapies.
Medical Device
Adoption drivers, positioning research, and competitive intelligence from proceduralist perspectives.
Market Research
Replace checkbox surveys with expert-depth deliverables that clients can actually execute on.
See What Surveys Can't Capture
Our AI pipeline transforms physician interviews into multidimensional intelligence, revealing conviction, hesitation, and emotional signals that drive prescribing behavior.
Secure Audio Capture
Every interview is protected with ultrasonic watermarking, inaudible to participants but providing tamper-proof authentication and speaker identification throughout the recording.
- Ultrasonic watermark encoding for authentication
- Automatic speaker diarization
- Full evidentiary audit trail
Paralinguistic Analysis
Beyond transcription, we extract the signals that reveal true conviction, hesitation patterns, speech rate variations, and tonal shifts that surveys can't capture.
- Hesitation and filler word mapping
- Speech rate and rhythm analysis
- Pitch variance and emotional tone
Multidimensional Sentiment
We don't just measure "positive" or "negative." Our framework captures six distinct dimensions that map directly to prescribing behavior and market dynamics.
- Efficacy belief & safety confidence
- Access concerns & adoption likelihood
- Peer influence & positioning clarity
Interactive Dashboards
No more 200-page PDFs gathering dust. Our dashboards let you drill down from aggregate insights to individual physician responses, with audio evidence at every level.
- Click-to-audio evidentiary support
- Filter by specialty, region, sentiment
- Export-ready for leadership presentations
End-to-End Intelligence.
Not Just a Dashboard.
We handle the entire process, from custom campaign design to strategic recommendations, so you get actionable intelligence without the operational burden.
Campaign Design
We collaborate to build interview guides and define ideal HCP profiles for your strategic questions
Recruitment
Verified healthcare professionals matched to your specialty and geography requirements
Expert Interviews
Expert-led conversations with secure audio capture and real-time watermarking
AI Analysis
7-stage pipeline: transcription, diarization, acoustic extraction, sentiment mapping, theme ID, behavioral correlation
Action Roadmap
Actionable dashboards with 12-month strategic recommendations you can execute on
One Partner. Complete Solution.
Unlike traditional market research that hands off deliverables and walks away, we provide ongoing access to your intelligence, with the ability to drill down to audio evidence and update your strategy as market conditions evolve.
- Full-service execution
- Click-to-audio evidence
- 4-6 week delivery
- Executive presentations
- 12-month action roadmap
- Ongoing strategic consultation
Expand Your Capabilities.
Keep Your Clients.
Private label our AI-powered physician intelligence platform under your own brand. Offer cutting-edge paralinguistic analysis and sentiment insights without disrupting your existing client relationships.
Your Brand, Our Engine
Fully white-labeled dashboards, reports, and client deliverables, your clients never see our name.
Protect Your Relationships
We work behind the scenes. You maintain full ownership of client communication and strategy.
Instant Capability Upgrade
Add AI-powered physician intelligence to your service offering without building anything from scratch.
Your Brand Here
Physician Intelligence Dashboard
Powered by Beyond Physician (invisible to your clients)
Don't collect more data. Collect the data that changes decisions.
Same physician interview. Same voice intelligence engine. Completely different outcomes depending on what you need.
Advisory Boards
Conviction scores, hesitation markers, and emotional engagement by topic. Know who believes what they said and who was being polite.
KOL Sentiment Tracking
Track how physician sentiment shifts over time through how they actually talk about your therapy, not surveys they rush through.
Pre-Launch Intelligence
Separate real objection barriers from reflexive pushback that won't survive a rep visit. Focus messaging where it matters.
Investigator Assessment
Identify which trial investigators are genuinely committed to enrollment vs. which signed up for the stipend.
KOL Voice Protection
Biometric voice signatures that detect unauthorized cloning, deepfakes, or manipulated audio of your KOLs.
Same physician interview. Completely different intelligence.
What you get today
A transcript that says a physician "supports" the treatment. Survey data showing 72% "somewhat agree." An analyst summary that says "generally positive sentiment." No way to tell who will actually prescribe.
What you get with us
Dr. A says "yes" but conviction scores 3.1/10. She won't prescribe. Dr. B sounds negative but vocal confidence is 8.7/10. He's your real champion. Engagement mapping shows exactly where physicians disengage from your messaging.
We built something that actually listens, because physicians deserve to be heard, not surveyed.
Dr. Navin Goyal
Co-Founder, Beyond Physician
Board-Certified AnesthesiologistReady to Kill Surveys?
See how AI-analyzed expert interviews deliver deeper physician intelligence, in a format designed for execution, not shelving.
- 50x more data than traditional surveys
- Actionable 12-month strategy roadmaps
- Full evidentiary audit trail
- Now in commercial deployment
Physician-first by design. Participating physicians are compensated as experts and empowered to shape real industry decisions, not reduced to checkboxes.
Request a Demo
See the VOICE platform in action.