Technology

Agents that act, not just answer.

Our agents do not simply generate responses. They retrieve context, reason over structured and unstructured information, call external tools and execute healthcare workflows under defined controls.

AI architecture

What the platform runs on.

Each capability below is built and running in our development and testing environment today.

LLM-powered agent orchestration

Large language models plan and sequence agent behaviour, selecting the next action within constraints defined per organisation rather than following a fixed script.

Retrieval-augmented generation

Responses are grounded in retrieved clinic-specific and healthcare knowledge, so the agent answers from the organisation’s own information.

Persistent patient and context memory

Interaction history, preferences and prior context persist across sessions and channels, and are scoped strictly to the organisation that owns them.

Tool and function calling

Agents invoke defined functions — checking availability, creating a booking, sending a confirmation — rather than describing what a human should do next.

Voice AI

Real-time speech recognition and synthesis over live telephony, built for interruption handling, accent variation and multilingual conversation.

Workflow orchestration

Multi-step healthcare processes run end to end, with branching, escalation and defined completion criteria.

Evaluation and monitoring

Agent behaviour is measured against defined criteria, with logging and monitoring of quality, latency and task completion in our test environment.

Human-in-the-loop controls

Configurable thresholds route an interaction to a person when confidence is low, when the request falls outside scope, or when the organisation requires review.

Data isolation

Every organisation is provisioned with a dedicated, logically isolated database. One customer’s data is never commingled with another’s.

Secure API integrations

Authenticated, least-privilege connections into scheduling and record systems, scoped to the specific operations an agent is permitted to perform.

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