AI voice agents are increasingly used by healthcare providers to manage patient recalls, appointment reminders, rescheduling and after-hours enquiries. By automating routine communications, these systems can reduce administrative workloads and help practices stay connected with patients.
Here are five AI voice platforms worth considering in 2026, covering healthcare-specific solutions, enterprise systems and developer-focused technology. The platforms are presented as options rather than an independently tested ranking.
Why patient recalls matter for healthcare operations
Patient recalls help healthcare providers maintain continuity of care through follow-up appointments, routine check-ups and reminders. However, managing large volumes of calls can place considerable pressure on reception teams.
AI voice agents can assist by handling routine enquiries, collecting patient information and supporting appointment scheduling. Their effectiveness depends on integration capabilities, configuration and appropriate human oversight.
1. Ubie Smart Support
Ubie Smart Support is an AI phone assistant designed for medical practices. It handles missed and after-hours calls, collects caller information and helps patients progress towards booking appointments.
The platform works with existing phone systems, offers escalation options and can use practice-specific information to answer common enquiries.
Pricing starts at $850 per month, including 15 hours of call time, with additional usage charged separately. Ubie also offers higher-volume plans and EHR integration options.
Key features:
- 24/7 AI call answering
- Patient information capture and booking assistance
- Staff escalation and EHR integration options
Ubie reports illustrative improvements in missed-call handling and administrative efficiency, although individual results will vary.
2. Sully.ai
Sully.ai provides AI agents for healthcare administration and clinical workflows, including reception, documentation, medical coding and decision-support applications.
Its AI Receptionist can assist with patient calls and appointment coordination, while other products support clinical documentation and administrative processes. The platform offers integrations with established electronic health record systems.
Sully publishes case studies describing operational savings and workflow improvements, but results are specific to the organisations involved.
Key features:
- AI receptionists and clinical documentation tools
- Medical coding and workflow support
- EHR integration capabilities
Pricing and implementation requirements depend on the services and deployment.
3. PolyAI
PolyAI develops enterprise conversational AI systems for organisations managing high volumes of customer and patient communications.
Its Dialog-RSN-1 model processes conversational audio directly, with PolyAI reporting production response times below 300 milliseconds. The platform supports configurable voice agents, enterprise integrations and data-handling controls.
A PolyAI-commissioned Forrester Consulting study estimated a 391% three-year return on investment for a modelled composite organisation. This should not be interpreted as a guaranteed customer outcome.
Key features:
- Enterprise conversational voice AI
- Configurable integrations and dialogue workflows
- Security and data-residency options
Healthcare organisations should confirm the suitability of specific deployments, including privacy requirements and contractual safeguards.
4. Dograh
Dograh is an open-source, self-hostable voice AI platform designed for organisations seeking greater control over their infrastructure.
Its modular architecture supports speech recognition, language models, speech synthesis and telephony integrations. Developers can build customised agents using a visual workflow builder and integrations with external AI services.
Dograh is available under the BSD 2-Clause open-source licence, with self-hosting and commercial deployment options.
Key features:
- Open-source, self-hostable architecture
- Customisable speech and AI components
- Flexible deployment and integration options
Self-hosting can provide greater control over data processing, but regulatory compliance depends on the complete system configuration, service providers and operating practices.
5. ElevenLabs
ElevenLabs offers AI voice technology through its ElevenAgents, ElevenCreative and ElevenAPI product families.
ElevenAgents enables organisations to develop conversational voice assistants for tasks including customer enquiries, scheduling and automated communications.
The platform offers extensive voice and language capabilities alongside developer tools and integration options. Healthcare deployments may require additional configuration, security arrangements and contractual safeguards.
Key features:
- Conversational AI voice agents
- Multilingual speech technology
- Developer APIs and integration options
ElevenLabs offers free and paid subscription options, with usage charges and enterprise arrangements varying by product. Organisations should confirm current ElevenAgents pricing and any additional telephony or model costs before deployment.
Capabilities for effective patient recall
Healthcare organisations evaluating AI voice agents should consider more than conversational quality.
Data protection: US healthcare organisations should assess applicable HIPAA requirements, including Business Associate Agreements where necessary. UK organisations must consider UK GDPR, confidentiality obligations and relevant PECR rules for automated communications.
System integration: Connections to appointment systems and electronic health records can reduce manual work, provided data access and synchronisation are appropriately configured.
Patient safety: Clear escalation procedures, human oversight and appropriate handling of urgent enquiries are essential. AI administrative assistants should not be assumed to provide clinical triage.
Cost and reliability: Pricing should be assessed against actual call volumes, usage allowances, service availability and implementation requirements.
Bottom Line
The right AI voice platform depends on the size, technical resources and operational requirements of the healthcare organisation.
Ubie focuses on medical practice communications, Sully.ai offers broader healthcare workflows, PolyAI targets enterprise conversations, Dograh provides open-source flexibility, and ElevenLabs offers adaptable voice AI technology.
Before choosing a platform, healthcare providers should verify integration capabilities, data protection arrangements, patient safety procedures and the full cost of deployment.
This is a paid advertisement feature, not independent product testing or an editorial endorsement by HealthTech Digital. Product capabilities, pricing and performance claims should be confirmed with the relevant providers.
