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Testiva

Clinical voice agents deserve triage grade reliability

Testiva delivers specialist QA testing for Clinical Voice Agents handling patient intake, triage routing, escalation, and appointment scheduling tested under real clinical call conditions end to end.

320+

Clinical Call Scenarios Tested

3x

Faster Release Cycles

40%

Lower Rework Costs

Clinical triage routing accuracy

Urgent, routine, and emergency calls verified against clinical urgency standards before deployment

Escalation & human handoff testing

Clinical escalation triggers and live agent handoff logic tested across urgent and edge-case scenarios

Clinical ASR & NLU accuracy testing

Medical terminology, symptom descriptions, and clinical intent recognised across real patient call conditions

HIPAA compliance & PHI pipeline security

Patient data across voice capture, transcription, and scheduling integrations audited for HIPAA compliance

Why it matters

What happens when Clinical Voice Agents
aren’t tested properly

Urgent clinical calls misrouted or deprioritised

Misclassifying a chest pain call as routine is not a UX failure it is a clinical safety incident.

Medical terminology and symptoms misunderstood

Lay terms and condition-specific language that consumer ASR misrecognises produce wrong triage decisions at scale.

Escalation to a clinician fails at the critical moment

Failing to escalate an urgent call removes the safety net that makes automated triage acceptable.

No regulatory validation evidence at NHS or enterprise procurement

NHS and FDA reviewers ask for clinical AI validation evidence most voice agent teams don’t have.

How Testiva protects your Clinical Voice Agent

  • Clinical triage domain expertise — We evaluate triage routing against clinical urgency standards, not just conversation completion rates.
  • Real patient call condition simulation — We test across clinical noise, accents, lay symptom descriptions, and interrupted calls not lab audio.
  • Adversarial clinical scenario testing — We test patients who downplay symptoms, ambiguous presentations, and edge cases that push safety limits.
  • End-to-end clinical call workflow validation — From patient greeting through triage routing, escalation, booking, and EHR handoff every stage tested.
  • HIPAA compliance built in, not bolted on — Voice pipelines, transcription, scheduling integrations, and call logging verified for HIPAA from day one.
What we test

Core components of a Clinical Voice Agent we cover

Every layer that affects patient safety, triage accuracy, and clinical escalation reliability is validated across real patient call conditions and clinical scenarios.

Clinical ASR & Speech Recognition

Medical terminology and accent accuracy tested in real conditions.

Clinical NLU & Intent Recognition

Symptom descriptions and clinical intent tested across lay language.

Triage Routing Accuracy

Urgent and emergency calls verified against clinical triage standards.

Escalation & Human Handoff Testing

Escalation triggers and human handoff tested across edge cases.

Appointment Scheduling Accuracy

Booking logic, slot availability, and confirmations tested end to end.

Multi-Turn Conversation Testing

Context and symptom tracking across complex intake conversations.

Accent & Demographics Testing

Accuracy tested across accents, elderly, and non-native speakers.

HIPAA & PHI Pipeline Security

Voice, transcript, and scheduling flows audited for HIPAA.

Performance & Concurrency Testing

Call handling verified under peak loads and multi-site deployment.

HOW IT WORKS

Up and running in 4 simple steps

From first contact to your first test report a process designed to be fast, transparent and low-friction.

Discovery Call

We learn your voice agent platform, clinical use cases, triage logic, and EHR integrations in a focused 30-minute session.

QA Audit & Plan

We audit your triage logic coverage and build a tailored QA strategy with clinical urgency baselines and adversarial call scenarios.

Test Execution

Triage accuracy evaluation, escalation logic testing, adversarial clinical scenarios, ASR performance, and PHI audits every defect rated by clinical severity.

Report & Iterate

Clinical accuracy report with triage routing results, escalation failure analysis, regulatory traceability, and recommendations for the next release.

What People Say

Worked with Testiva for years in health tech; their thorough testing helped us deliver stable, high-quality software.Highly professional and easy to work with.

Testiva improved our QA process and integrated smoothly with our workflow and testing stack. They delivered reliable UI testing and valuable tech recommendations.

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Testiva is a great team to work with. I’ve hired them multiple times and recommended them to others, all impressed by their thorough work. Highly recommended for QA.

Client photo

Testiva team is highly skilled and extremely thorough. I trust them for accurate and timely delivery. They are a reliable resource for any project.

Client photo

Testiva team delivered outstanding quality with great professionalism. Communication was excellent and delivery met expectations. Highly recommended.

Client photo

Excellent team worked well with minimal supervision and did a great job. Their work helped us improve the robustness of the platform.

Clinical Voice Agent Testing Packages

Feature Starter Professional Clinical Enterprise
CORE VOICE AGENT TESTING
Clinical ASR & speech recognition testing
Clinical NLU & intent recognition testing
Single-turn conversation flow testing
Multi-turn clinical conversation testing
Concurrent call volume testing 5K calls 10K calls Unlimited
Accent & dialect performance testing Setup only Full build
After-hours & peak load testing
CLINICAL TRIAGE & SAFETY
Clinical triage routing accuracy testing
Clinical urgency classification testing
Escalation & human handoff testing
Emergency transfer logic testing
Adversarial clinical scenario testing
Clinical AI bias & health equity testing
INTEGRATION & SCHEDULING
Appointment scheduling accuracy testing
EHR & patient record integration testing
FHIR API & data exchange testing
Telephony platform integration testing
API & webhook testing
COMPLIANCE, SECURITY & MONITORING
HIPAA & PHI pipeline audit
FDA AI/ML & clinical AI validation evidence
NHS AI governance & MHRA AIaMD documentation
Conversation regression & model update testing
Post-deploy triage drift monitoring
SUPPORT & REPORTING
Dedicated clinical QA lead
Triage accuracy scorecard & weekly report
24/7 critical defect SLA

Common questions

We build synthetic clinical call scenario libraries that replicate real patient presentations across urgency levels including atypical symptom descriptions, lay terminology, and indirect communication styles. These are validated against clinical triage standards before use and never include real patient identifiers. Scenarios are designed to expose the edge cases standard QA misses, not just verify the expected happy path.
There is no single universal threshold acceptable triage accuracy depends on urgency tier, patient population, and whether a clinician reviews borderline cases before action. We establish a triage routing accuracy baseline for your platform, categorise misrouting by clinical risk level (routine vs urgent vs emergency), and help you define acceptance criteria aligned to your clinical governance and regulatory requirements.
We test both escalation trigger accuracy and handoff execution quality. For triggers, we design adversarial scenarios where patients use indirect language, downplay symptoms, or present ambiguously verifying the agent escalates when it should rather than routing to a standard pathway. For handoff execution, we test that call transfer, context passing, and data handoff to the live agent all complete reliably across telephony integrations.
Yes. We run structured demographic performance testing across elderly patients, non-native English speakers, patients with speech impediments, and regional accents measuring ASR accuracy, intent recognition, and triage routing correctness for each group separately. Clinical voice agents often show significant performance gaps across demographics that only emerge in structured equity testing, not in aggregate accuracy metrics.
Conversation flow and model updates are among the most common causes of silent triage regression in clinical voice agents. We establish a triage accuracy baseline and run automated regression testing against that baseline after every flow change, NLU model update, or prompt modification detecting routing changes before they affect patient care pathways or clinical governance reviews.
Yes. Our VoiceShield and ApexVoice Suite tiers include PHI pipeline audit documentation covering voice capture, transcription service data handling, scheduling system integrations, and call recording retention structured to support HIPAA Security Rule technical safeguard requirements. For UK deployments, we produce NHS AI governance and MHRA AIaMD documentation as a standard deliverable of the engagement.
Get in touch

Start with a free Clinical Voice Agent QA audit.

Tell us about your Clinical Voice Agent and we’ll map out exactly what clinical testing you need no obligation, no sales pitch.

Email us

sajid@testiva.io

Book a call

30-minute sessions available Mon–Fri
calendly.com/sajid-testiva

Fast response

We reply to all enquiries within 1 business day