Context before classification
Temporal reasoning distinguishes present concerns from history, resolved events, and uncertainty. Streaming evidence is considered over time.
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Deterministic Clinical Engine
Clinical intelligence. Explicit control.
The DCE applies configured clinical rules to conversation evidence and defines permitted actions, response requirements, and escalation. Care Resolution carries those decisions through team acknowledgment and outcome confirmation; licensed clinicians retain clinical judgment.
Clinical controlIllustrative preview
Context1 / 4
Understand what happened, and when.
The documented architecture distinguishes current, historical, and resolved information before interpreting clinical signals.
- Input
- Conversation evidence
- Timing
- Current · historical · resolved
- Uncertainty
- Retained for review
Temporal context
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Care Resolution
Policy governs the next action. Evidence closes the loop.
The DCE defines the permitted response and when a clinician must take over. Care Resolution shows how that decision carries forward through acknowledgment, follow-up, and an evidenced outcome.
Follow the resolution example- 01
Need identified
Retain the patient’s report and the signal it creates.
- 02
Action requested
Apply the configured policy, route the action, and start the response window.
- 03
Responsible team acknowledged
Record explicit acceptance. Retry or use a fallback when no one responds.
- 04
Outcome confirmed
Collect closure evidence. Keep an unconfirmed outcome visible through a human handoff.
Interactive example for demonstration only. Clinical decisions remain with licensed clinicians.
What makes it work
From what a person says to what Avery is permitted to do.
Specialized clinical signals
Neural and lexical evidence inform clinical domain interpretation, with calibrated decision policies and context checks.
Deterministic boundaries
Explicit rules govern configured pathways. Response specifications define required content, questions, and prohibited language.
A separate clinical policy and workflow-control layer
Natural language should have a defined job.
The DCE is distinct from the language model that produces conversational responses. The documented architecture places constraints before generation and validation after it, with configured escalation and human review paths.
- State and evidence across the interaction
- Required and prohibited response elements
- Workflow-specific escalation policy
Clinical intelligenceIllustrative preview
Represent1 / 3
Models built to recognize clinical context.
DriveHealth develops proprietary clinical embedding models to represent the language and context of care.
- Foundation
- Proprietary representations
- Focus
- Clinical language
- Role
- Interpret evidence
Purpose-built clinical intelligence
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The connected platform
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