Voice agent testing for healthcare
Evalgent tests your healthcare voice agent before real patients do. Scenario coverage across booking, refills, triage, and insurance verification. Caller profiles that reflect real patient diversity. Outcome verification against your EHR.
What healthcare voice agents have to get right
Four structural realities that determine whether a healthcare voice agent ships safely or fails publicly.
Patient populations are diverse
Real patients call with every accent, every age, every kind of behaviour. Elderly callers speak slowly. Distressed callers interrupt. Voice agents that work in clean-room demos fail when real patients call from real conditions.
Outcomes have real consequences
Wrong appointment time, wrong provider, wrong refill instructions — the cost of a failed call is not a support ticket. It's missed care, delayed treatment, and lost patient trust.
Workflows integrate with EHR and PMS
The voice agent has to call the right systems with the right data. Saying "appointment booked" is not the same as creating an appointment correctly. Downstream state has to be verified, not assumed.
Audit scrutiny is structural
Voice agents handling protected health information must be testable end-to-end with a defensible evidence chain. Healthcare teams are asked to prove not just that the agent works — but how they know it works.
How Evalgent tests healthcare voice agents
Five capabilities healthcare teams need before launching a voice agent — and depend on continuously after.
Scenarios tailored to healthcare workflows
Pre-built scenario library for appointment booking, refills, triage, insurance verification, and no-show recovery. Each scenario has explicit success conditions and downstream state checks.
Learn moreCaller profiles representing real patient diversity
Profiles vary across seven dimensions — accent, speech pace (including elderly callers), interruption level, latency tolerance, language, user behaviour, and voice gender. The full matrix runs against every scenario.
Learn moreEHR and PMS outcome verification
Every scenario verifies downstream system state. Did the appointment actually create? Did the refill actually post? Did the insurance check return correctly? Transcript-only scoring isn't enough for healthcare.
Learn moreAudit trail and evidence chain
Every evaluation produces a full record — scenarios tested, profiles used, metrics measured, individual call recordings, and reviewer signatures. The evidence chain is exportable and audit-ready.
Learn moreRegression testing before every release
Re-run the same evaluation suite after every prompt change, model swap, or knowledge base edit. Per-scenario deltas surface regressions before they reach patients.
Learn moreUse-cases of voice AI in healthcare
Production use cases healthcare teams ship voice agents for — from AI receptionists to post-discharge follow-up. Evalgent tests across every category.
Front desk & scheduling
- AI receptionist for medical practices
- AI receptionist for dental practices
- AI receptionist for clinics and urgent care
- Appointment booking and rescheduling
- Appointment reminders
- No-show recovery outreach
- Telehealth appointment scheduling
Clinical triage & care
- Patient triage to nurse line
- Symptom check and pre-diagnosis screening
- Chronic disease management check-ins
- Mental health and behavioural wellness calls
- Lab results communication
Patient outreach & follow-up
- Post-discharge care follow-ups
- Post-surgery follow-up calls
- Care plan adherence calls
- Preventive care reminders (screenings, annuals)
- Vaccination scheduling and reminders
- Patient satisfaction surveys
Pharmacy & medication
- Prescription refill requests
- Refill reminders
- Medication reconciliation calls
- Pre-surgery preparation calls
Billing, insurance & operations
- Insurance verification
- Co-pay and balance collection
- Claims status inquiries
- Patient onboarding for new patients
- Specialty referral coordination