★★★★★5.0·31 reviews on Clutch
Telemedicine & healthcare

AI Telehealth Video Platform Development

HIPAA and HITRUST telehealth video on WebRTC and LiveKit: sub-300 ms consultations, EHR integration on FHIR R4 with US Core v9, and the audit trail your assessor asks for. Behind TransLinguist on the NHS UK national framework and 250+ real-time products since 2005.

Live consultationSRTP · DTLS268 ms
Ambient transcript
PatientShortness of breath since Tuesday, worse lying down.
ClinicianAny swelling in the ankles?
PatientYes, both, by the evening.
Summary drafted for review
Media pathYour SFU · SRTP + DTLS
Clinical recordFHIR R4 → Epic, written
Audit logAppend-only, +1 entry

A telehealth platform is three systems that have to agree: a video path that stays inside your compliance boundary, a clinical record that accepts what the session produced, and an audit trail that survives a review. We build all three, and we build them so a FHIR version change isn't a rewrite.

What we build

Custom AI Telehealth Video Platform Development

Telehealth platforms that carry live consultations, move clinical data, and put AI where a clinician still signs off.

Real-time medical video

WebRTC and LiveKit for 1:1 and multi-party sessions, screen sharing and medical imaging, sub-300 ms on a tuned path. Recordings are encrypted at rest with keys you hold.

Healthcare system integration

EHR and EMR on FHIR R4: Epic, Oracle Health, MEDITECH, eClinicalWorks. Plus scheduling, billing, e-prescribing and patient portals.

03
Stacked translucent panels showing an AI scribe at work: microphone, live waveform, generated clinical note, risk flag and image-analysis tiles

The AI layer

Transcription, summarization, triage flags and image analysis run as swappable services behind one interface. We integrate whichever ambient scribe you've chosen — Microsoft Dragon Copilot, Abridge, Nabla, Suki or Ambience — and the interface means swapping one later doesn't touch the rest of the product.

Looking for something specific?Tell us the workflow and we'll price it.
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Compliance today

What compliance actually asks for in 2026

Four dates that decide the shape of a telehealth build. We keep them current because they move.

31 Dec 2027

Medicare flexibilities run to 31 December 2027

The Consolidated Appropriations Act, 2026 extended the location waivers, the expanded provider list, FQHC and RHC eligibility, and audio-only visits. Hospital Care at Home runs to 30 September 2030. Reimbursement is no longer the open question it was two years ago.

Jul 2027

The HIPAA Security Rule update is not final

The proposed rule landed in January 2025 and the final rule is now targeted for July 2027. We build to the rule in force and to the proposal's likely asks — MFA, encryption, asset inventory — because retrofitting those later costs more than doing them now.

Aug 2026

A Privacy Rule final rule is due August 2026

Worth watching if your product touches reproductive-health records. The 42 CFR Part 2 alignment deadline already passed, on 16 February 2026.

8 May 2026

HITRUST CSF v11.8.0, released 8 May 2026

It now maps the OWASP Top 10 for LLM Applications. If your product has an AI layer, your assessor has questions about it that didn't exist in the last cycle.

How it works

How AI Telehealth Video Platforms Work in Production

AI telehealth platforms operate on a secure real-time video infrastructure combined with AI processing and healthcare integrations.

Each stage of the system is clearly defined to ensure reliability, compliance, and scalability.

1
Secure Video Session Start

Patients and clinicians connect through encrypted WebRTC video sessions. Identity verification and role-based access control are applied.

2
Real-time Media Processing

Audio and video streams are optimized for stability and low latency. Sessions support screen sharing, medical images, and device data.

3
AI assistance layer

Speech-to-text, summaries, risk flags, and image analysis run as separate services behind one interface. That matters because the scribe market keeps changing—and a product tied to one vendor’s SDK can age with it.

4
Clinical Workflow Integration

Session data, notes, and AI outputs are transferred to EHR/EMR systems and internal healthcare tools.
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5
Monitoring & Alerts

The system tracks connection quality, session activity, and AI-triggered risk indicators.
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6
Secure Storage & Audit Logs

Consultation metadata, transcripts, and recordings (if enabled) are stored securely with full audit trails.

Interoperability

FHIR, with the version named

We map resources so the move to R6 is a migration, not a rewrite. That's a design decision you make once, at the start, and it's the one most telehealth builds skip.

What we build toWhy
FHIR R4the US regulatory baseline under the ONC Cures Act rule and HTI-1 / HTI-2
US Core v9.0.0the profile that aligns with USCDI v6
R4 for payer APIsPatient Access, Provider Directory, Drug Formulary and CMS-0057-F all require it
R6 next, not R5R5 is published but barely used in production, and US Core skips it — R6 reached ballot in May 2026
Voice AI

HIPAA-Compliant Voice AI, Not Just Video

A HIPAA-compliant voice AI agent needs three things video alone doesn't: a call path that never parks audio outside your boundary, transcripts that live in your database, and an audit trail per turn. We build voice agents on LiveKit and SIP inside the same telehealth platform, so the call, the chart, and the log stay in one system.

600M+call minutes a month on Nucleus
5,000+businesses under SOC II, GDPR, HIPAA
48+U.S. states licensed, CirrusMed

What breaks when you bolt a voice agent onto a clinical product

Most voice platforms route audio through their own infrastructure and keep the transcript. In a clinic that's the whole problem: the transcript is PHI, and now it's in someone else's logs. The second problem is the handoff. A patient who asks to speak to a nurse can't be dropped, so the agent has to transfer mid-call with the context attached, not start a new ticket.

We'd put the agent on your own media path and keep the model calls stateless. It costs more engineering up front than a managed voicebot, and for a 20-seat practice that trade isn't worth it. Past a few thousand calls a month, it is.

Where the voice agent sits in the stack

LiveKit or SIP carries the call. Speech-to-text and text-to-speech run as swappable providers, so a vendor's price change or an accuracy problem in noisy telephony audio doesn't become a rewrite. The agent calls your EHR through FHIR R4 — Epic and Oracle Health cover most of the market — and writes back to the same record the video visit writes to. Turn detection and barge-in are tuned on your own audio, not on a demo set.

Proof, with numbers

We built Nucleus, an on-premise communication platform whose AI phone agents handle 600M+ call minutes a month for 5,000+ businesses, under SOC II, GDPR and HIPAA. On the clinical side we built CirrusMed, a HIPAA telemedicine practice platform now licensed in 48+ U.S. states. We haven't run a healthcare voice agent past that call volume on a single tenant — beyond it, ask someone who has.

Architecture

Production Architecture

A typical deployment includes:

This architecture supports small clinics as well as large healthcare networks. Architectures can be aligned with HIPAA, GDPR, and enterprise security requirements.

› 1
Video Communication Layersecure WebRTC infrastructure
› 2
AI Processing Layertranscription, NLP, and medical AI modules
› 3
Integration LayerEHR/EMR, scheduling, billing systems
› 4
Security Layerencryption, access control, logging
› 5
Monitoring Layerperformance tracking and compliance reporting

The layer boundaries are the deliverable. They're what lets you replace a scribe vendor, move a region, or answer an assessor about one layer without auditing the whole product.

Participants · client-side
Patientbrowser / iOS / Android
Clinicianweb app + EHR side panel
→ Media layer (live)
WebRTC SFU
mediasoup / LiveKitSRTP · DTLS · sub-300 ms
simulcast · TURN fallbackmulti-region edge POPsrecording egress on encrypt
→ AI processing layer
AI ScribeDragon Copilot · Abridge · Suki
Clinical Decisionsummaries · risk flags · image triage
→ Integration
EHR via FHIR R4Epic · Oracle Health · MEDITECH
Storageregion-pinned, KMS-encrypted
Compliance layer (day one)
SRTP / DTLS encryption · KMS-encrypted recordings · region-pinned buckets · scoped RBAC · append-only audit logShipped against HIPAA + HITRUST · SOC 2 Type II · GDPR · FERPA · UK NHS DSPT
Key insight
The AI side bus consumes a copy of the SFU stream. It never sits in the live RTP path, so recording, transcription and clinical AI never spend the sub-300 ms call latency budget.

Figure 1. HIPAA and HITRUST AI telehealth reference architecture. Patient and clinician on WebRTC, AI on the side bus, EHR via FHIR R4, audit from day one.

Delivery models

Four ways to bring us in

Build from scratch

From design and backend to launch and support, with the compliance work in scope from day one.

Upgrade an existing platform

More speed, more stability, or the AI layer your roadmap has been promising.

Take over a stalled build

Unfinished or inherited code. We read it, name what's salvageable, and finish it.

Embedded team

Add our engineers to your team for ongoing development, support, and technical ownership.

Pricing

What it costs

Get instant estimate
› 1

Startup

~$6,400from 2 months
1:1 video consultations on WebRTC and LiveKit
HIPAA-secure messaging and recording
FHIR R4 integration with Epic or Oracle Health
Scope this with us
› 2

Growth

~$12,800from 4 months
Ambient scribe integration and consultation summaries
Full FHIR R4 EHR integration (Epic, Oracle Health, MEDITECH)
Multi-role RBAC: doctor, nurse, patient, admin
Scope this with us
› 3

Enterprise

~$25,000from 6 months
Multi-region SFU, 1000+ concurrent sessions
AI clinical decision support and image analysis
HIPAA, HITRUST and SOC 2 hardening, on-prem or your VPC
Real-time analytics, audit logs, retention controls
Scope this with us
Time & Materials

How most of our clients work

  • You pay for hours worked, billed weekly
  • A detailed timesheet shows where every hour went
  • Change direction any week, no renegotiation
  • Any change to the estimate is approved by you before the hours are spent
Get a free estimate
Fixed price

When you need one number signed off

  • Available after discovery, on a scope we document together
  • One price and one timeline, agreed before development starts
  • Changes to that scope are quoted separately
  • Best when the scope is settled and unlikely to move
Ask about a fixed scope
Why us

Why teams pick us for telehealth video

Four claims, each with a named system behind it.

Real-time software since 2005

Video, audio and voice AI, 250+ projects, 50 in-house engineers. Telehealth, broadcast, classrooms and surveillance — the same real-time problems in different clothes.

770+ organizations, 50,000+ users

We've been the only development team on VALT for 10+ years — HIPAA and GDPR video used in medical education and simulation labs, shipped through v6.5 in 2025.

National-scale real-time language

TransLinguist runs on the NHS UK national framework with 75+ languages and 30,000+ interpreters.

Regulated by default

Architectures shipped against HIPAA, HITRUST, SOC 2 Type II, GDPR and FERPA: SRTP and DTLS encryption, KMS-encrypted recordings, scoped RBAC, audit-ready logs.

FAQ

Custom AI Telehealth Video Software FAQ

What it is, what it integrates with, what compliance asks, and what it costs.

Ask an engineer
What is an AI telehealth video platform?
Which FHIR version do you build to?
Is the platform HIPAA compliant?
What changed in HIPAA recently?
Does HITRUST cover our AI layer?
Is Medicare still paying for telehealth?
Which AI scribe do you integrate?
Can AI assist during the consultation?
Does it integrate with hospital systems?
Can it scale to many patients and providers?

Further reading

Go deeper

Explore our services

The three services this page touches: the telemedicine build itself, imaging when the AI has to look at a scan, and voice agents when it has to answer the phone.

See it built

Real products

Three products in production: a telemedicine practice platform, a HIPAA video system used in medical training, and interpretation running inside the NHS.

Read next

From the blog

The long versions: how the build actually goes, which features earn their place, and what the bill looks like.

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