Medical Surveys Are Dumb.*
*Dumb from a tech and intelligence standpoint. Traditional surveys compress complex clinical judgment into multiple-choice answers, capturing what physicians select but nothing about how they actually think.
Our patent-pending VOICE AI system analyzes not only what a physician says, but how they say it. Hesitation before a safety question. Conviction behind a recommendation. Involuntary signals that written answers can never capture.
Welcome to the future of smart medical surveys.
$50B spent annually trying to understand physicians.
Most of it is wasted.
Pharma and med-tech rely on methods that capture what physicians say, not what they mean.
Static Surveys
Checkboxes strip away nuance, conviction, and hesitation
Weeks to Process
4 to 8 weeks to transcribe and report a single advisory board
No Emotional Signal
Cannot distinguish confident endorsement from polite agreement
Disengaged Physicians
Survey fatigue, low response rates, generic outputs
Proprietary AI Engine for Physician Intelligence
We built the core. A full-stack audio intelligence platform with zero third-party dependencies. Everything that follows is an application of this engine.
Capture
Physician interviews recorded and watermarked at point of capture
Analyze
Transcription, diarization, prosody modeling, emotion engine
Deliver
Interactive dashboard with KOL identification and action plan
Protect
Voice signature, audio watermark, continuous monitoring
VOICE | Pharma* Intelligence
Replace legacy research with real-time physician intelligence. 50 to 70% reduction in time to deliverable.
Content ID for Healthcare
YouTube paid $9B+ to music rights holders through Content ID. Nobody has built it for physicians. We are building the insurance policy for every physician creating content.
Voice Signature
Audio Watermark
Continuous Monitoring
Two Revenue Systems. Multiple Entry Points.
Our technology development is our discovery of fire. VOICE and Content ID are how we use it.
Physician Engagement and Analysis
Physician Voice Insurance
Approaching a Trillion-Dollar Market
The future of healthcare intelligence lies in understanding what truly drives physician behavior.
clinical services market
physician decisions
for AI physician insight
Real Customers. Active Pipeline.
Paid Pilot Complete
Private Label Integration
Large-Scale Network
Path to $10M ARR
Revenue covers operating costs within 12 months. $500K provides full runway.
| Year 1 | Year 2 | Year 3 | |
|---|---|---|---|
| VOICE Intelligence | $500K | $2.5M | $7.0M |
| Content ID | $25K | $500K | $3.0M |
| Total Revenue | $525K | $3.0M | $10.0M |
| Gross Margin | 63% | 69% | 73% |
| EBITDA | ($50K) | $1.1M | $4.5M |
| EBITDA Margin | -10% | 37% | 45% |
We Own the Entire Stack
No competitor runs the full loop. Interview through sentiment through content protection.
| Trad. | Survey | Gen AI | BP | |
|---|---|---|---|---|
| Conversations | Limited | No | No | Yes |
| Emotion | No | No | Generic | HC-trained |
| Clone detect | No | No | No | Yes |
| Watermark | No | No | No | Yes |
| White-label | Some | No | Some | Core |
| Turnaround | 4-8 wks | 1-2 wks | Days | Hours |
Defensibility
- Patent filed (BEYONDP101US)
- Zero third-party dependencies. Full proprietary stack.
- Dual-system Content ID architecture
- Network effects: more physicians = better models
Position
- Only platform combining voice intelligence + content protection
- Physician-founded. Built by clinicians, for industry.
- 10x cost efficiency vs. traditional research
- Complementary to existing physician platforms, not competitive
Physicians and Technologists
We understand both sides because we've built both sides.

Christine Wallace

Navin Goyal, MD

Marshall Kuremsky, MD

Brian Penick

Buffy Alegria

Aaron Boggs

Sandeep Palakodeti, MD, MPH

Neel Shah, MD
$1M Convertible Note
The product is built. The customers are real. This raise buys time to close the pipeline.
Use of Funds
- Leadership (36%)
- Platform development (20%)
- Sales and BD (10%)
- Patent and legal (8%)
- Marketing + reserve (26%)
Milestones
- Revenue covers operations within 12 months
- Multiple revenue milestones within 24 months
- 10+ enterprise partners by Year 2
- $10M ARR by Year 3
- Patent application filed