Voice AI for
Healthcare

Replacing phone trees. Closing care gaps.
HIPAA-Compliant · Enterprise-Grade · Scalable

Healthcare Has a Phone Problem

67%
of patients hang up on hold

Average hold time is 8+ minutes at independent practices. Every dropped call is a lost appointment.

$150B
lost annually to no-shows

Poor scheduling and follow-up systems cause 30% no-show rates across US practices.

38%
of Star Rating = medication adherence

Triple-weighted measures. Payers lose $12-18M/year in bonus payments per 100K members when adherence drops.

$62-85
per outreach call (human)

Nurses manually calling patients for care gap closure. Expensive, unscalable, and patients often misreport adherence.

LexanAI Voice: Two Engines, One Platform

Inbound

Administrative & Scheduling

Answers every call <2 sec, 24/7. Books, reschedules, cancels. Insurance verification & smart routing.

Target: Independent practices (1-10 docs)

Outbound

Care Gap Closure

Proactive outreach to non-adherent members. AI disposition — detects "lying patients". Pharmacy claims verification.

Target: IPAs, Medicare Advantage plans

Use Case 1

Inbound: Never Miss a Call Again

AI-powered front desk for independent practices

How It Works

📞 Patient Calls
🤖 AI Answers
<2 seconds
🗣️ Natural
Conversation
📋 Intent
Classification
✅ Action
Executed

🗓️ Appointment Booking

Checks provider availability in real-time, handles new & returning patients, sends confirmation SMS.

🔄 Reschedule & Cancel

Finds patient record, verifies identity, processes change, fills the freed slot automatically.

🏥 Insurance Verification

Verifies coverage, checks auth requirements, flags out-of-network before the visit.

📞 Smart Routing

Complex cases (clinical questions, emergencies) route to staff with full context summary.

Live Demo

Inbound: Appointment Booking

📞

Live Call In Progress

Watch the AI agent handle a real appointment booking call
while the UI updates in real-time.

Voice Conversation EHR Integration Real-time UI

Caller → AI Agent → Appointment booked in EHR → Confirmation sent

Inbound: Unit Economics

Metric Human Staff LexanAI
Cost per call $8-12 ~$2.50 (5 min avg)
Calls/hour 8-10 Unlimited
After hours Voicemail 24/7 Live
Hold time 8+ minutes <2 seconds
No-show reduction 35-40%
$0.50
/minute (tentative)

Pay per use. No upfront commitment. Replaces $8-12/call human cost. ROI from day 1.

Pricing is tentative and subject to change based on volume and integration requirements.

EHR integration, voice training, workflow setup. Live in 2 weeks.

The Secret Weapon: Inbound → Outbound

What happens when a patient calls in for an appointment — and also has an open care gap?

📞 Patient calls
to reschedule
🤖 AI handles
the appointment
🔍 System detects
open care gap
💊 AI pivots to
adherence check
✅ Gap closed
in same call

🚫 Without LexanAI

Front desk books appointment. Separate team calls weeks later for med adherence. Patient ignores it. Gap stays open.

✅ With LexanAI

AI books the appointment, then: "I see your statin is due for a refill — want me to help?" Gap closed in 30 seconds.

Both engines share the same patient context. One platform, one AI brain — inbound and outbound in a single conversation.
Use Case 2

Outbound: Close the Care Gap

Triple-weighted medication adherence at $4.50 per closed gap

Why This Matters

Medicare Part D Star Ratings

3 adherence measures = 30% of Part D Star Rating (only triple-weighted measures).

5★
Target
85-90%
PDC ≥80%
$12-18M
Bonus /100K members

The 3 Measures

💊 Diabetes — Statins (PDC ≥ 80%)

💉 Hypertension — RAS Antagonists (PDC ≥ 80%)

🫀 Cholesterol — Statins (PDC ≥ 80%)

The AI Outreach Engine

📊 Identify
Non-Adherent
📞 AI Calls
Patient
🧠 AI Disposition
Assessment
💊 Pharmacy
Verification
✅ Gap
Closed

🧠 AI Disposition Engine

Classifies every call outcome: refill confirmed, barrier identified, needs escalation, patient unreachable. Not just "completed/not completed".

🔍 Pharmacy Claims Verification

Patient says they're taking meds? We verify against pharmacy claims data. Catches "lying patients" — the #1 challenge in adherence programs.

🛡️ Anti-Hallucination Engine

Proprietary guardrail system ensures the AI stays on-script, never fabricates medical information, and escalates when uncertain. Zero tolerance for AI errors in healthcare.

📈 Continuous Improvement

Each conversation trains the model. Per-practice fine-tuning via our SLM Pipeline. Gets smarter with every call.

Live Demo

Outbound: Care Gap Closure Call

🏥

Live Outreach Call

AI contacts a non-adherent member, assesses barriers, and closes the gap.

Outbound Call AI Disposition Pharmacy Verify

Outbound: The Numbers

$4.50
Cost per closed gap (AI)
$62-85
Cost per closed gap (human nurse)
93%
Cost reduction

ROI for a 100K-Member Plan

MetricHumanLexanAI
Cost per gap closed$62-85$4.50
Annual outreach cost$1.5-2.1M$112K
Star Rating boost+0.5★+0.5-1.0★
Bonus revenue impact$12-18M/year

Technical Moat

🔒 HIPAA-Native

End-to-end encryption, BAA-ready, SOC 2 compliant. Built for healthcare from day one.

🧠 Purpose-Built AI

Custom ASR → Fine-tuned SLM → Natural TTS. Clinical-grade accuracy on every call.

🔌 EHR Integration

FHIR R4 / HL7v2 connectors. Read/write patient records, appointments, orders.

🛡️ Anti-Hallucination

AI never fabricates info — escalates to humans when confidence is low.

What's Built

MVP
Product ready for pilot

Inbound scheduling + outbound care gap workflows complete.

60+
Years combined team experience
Live Demo
Working product, not a mockup

What's Ready

Voice AI Engine ✅

Appointment booking, rescheduling, routing.

Care Gap Outreach ✅

Outbound calls + pharmacy verification.

Anti-Hallucination ✅

Clinical-grade guardrails.

EHR Framework ✅

FHIR R4 connector architecture.

Market Opportunity

$8.2B
Healthcare Contact Center AI (2026)

Growing 23% CAGR. AI replacing legacy IVR and human operators.

$4.1B
Medication Adherence Market

Star Ratings drive $12-18M/year in bonus payments per 100K members.

Our Beachhead

250K+
Independent practices in the US
1-10
Provider practices (our sweet spot)
$750M
Serviceable market (inbound alone)
$1.2B
+ Outbound care gap TAM

The Team

Bhuvanesh Ram M

CEO & Co-Founder

16+ years. CTO at VoxyAI/Klenty. Built SchedX (#3 Product Hunt). Go, system architecture, AI. Deep healthcare voice AI experience.

Nittish V

Co-Founder, Product

13 years. Ex-ThoughtWorks (7.8yr), Spendflo (founding PM). MBA, PSPO certified. Product strategy, GTM, healthcare product go-to-market experience.

Goutham Deepak A

Co-Founder, Engineering

15+ years. Ex-NortonLifeLock (8.5yr). Python, distributed systems, RAG. Built the custom voice AI stack — ASR, SLM fine-tuning, and TTS pipeline.

Murali GS

Co-Founder, Engineering (US-based)

16+ years. Ex-7-Eleven (Lead Engineer). Node.js, Python, GenAI. Full-stack. Based in Texas — US market presence and customer relationships.

Business Model

Inbound (Practices)

$0.50
/minute (tentative)

Pay-per-use model. Average practice: 800-1,200 call minutes/month = $400-600/mo. Still 80%+ cheaper than a front desk FTE.

Pricing tentative — volume discounts available.

Outbound (Payers/IPAs)

$4.50
per closed care gap

Performance-based pricing. Payers only pay for verified gap closures — backed by pharmacy claims data. No results, no charge.

Average IPA contract: $200K-500K/year

Roadmap to Scale

Q1 2026 — Foundation ✅

Core platform built. Voice AI engine complete. EHR integration framework ready. Anti-hallucination engine deployed.

Q2 2026 — Expand

First 3 practice pilots. First IPA care gap pilot. SLM Pipeline for per-practice fine-tuning. Iterate on product-market fit.

Q3 2026 — Scale

10 practices + 3 IPA contracts. Proven unit economics. Self-serve onboarding for small practices.

Q4 2026 — Accelerate

25 practices + 8 IPA contracts. Channel partnerships with EHR vendors. Series A readiness.

Voice AI That Actually Works

HIPAA-native. Proven at scale. Zero hallucinations.

Bhuvanesh Ram M · bhuvanesh@lexan.health

lexan.health