AI That Works Within Healthcare, Not Around It
Governed AI Workers for Care Operations
AI is a first-class execution layer in CareOSP — with governed agents, review queues, provenance, evaluation, and market-specific safety controls. Not a copilot bolted on. A governed AI workforce built into the operating model.
AI Capability Tiers
CareOSP organises AI capabilities into governed tiers — each with appropriate review, approval, and safety controls.
Chart prep, referral summaries, encounter summaries, handover digests
Draft notes, outreach, intake field extraction, prior-auth packets, coding hints
Queue prioritisation, staffing suggestions, escalation ranking, outreach sequencing
Risk suggestions, deterioration cues, medication follow-up, triage suggestions
Separate regulatory workstream — not generally released by default
10 Governed AI Workers
Purpose-built agents for care operations — each with defined goals, approval flows, and performance measurement.
Referral Intake Agent
Reads inbound referrals, extracts facts, flags missing items, and suggests triage priority.
Patient Concierge Agent
Handles common patient questions, booking guidance, appointment reminders, and self-service navigation.
Documentation Agent
Drafts clinical notes, visit summaries, transfer summaries, and discharge packs for human review.
Care Coordination Agent
Watches open pathways, overdue tasks, and unanswered messages — surfaces what needs attention now.
Medication Adherence Agent
Monitors refill gaps, missed doses, and reported side-effect issues across patient cohorts.
Prior-Auth Agent
Assembles supporting documents, maps checklist items, and drafts clinical rationale for authorisation requests.
Quality Auditor Agent
Reviews documentation completeness, identifies policy deviations, and flags audit gaps.
Coding and Revenue Agent
Suggests procedure and diagnosis codes, completeness improvements, and revenue leakage flags.
Inbox Triage Agent
Clusters, prioritises, and routes incoming tasks, messages, and clinical alerts to the right person.
Executive Analyst Agent
Generates weekly performance narratives, anomaly explanations, and operational trend summaries.
AI Differentiators
Built different from the ground up — not a wrapper around a chat API.
Care Graph-Grounded Reasoning
AI operates over a structured patient/task/medication/message graph — not raw text dumps. Grounded context means fewer hallucinations and more relevant outputs.
Agent Studio
Admins configure agent goals, approval rules, and prompt behaviour through a visual interface — no code required.
Simulation and Replay
Test workflow and AI changes against historical event streams before deploying to production. Validate before you ship.
Evidence by Default
Every AI action stores full provenance: sources consulted, decision path taken, and the reviewer who approved it.
Outcome-Linked Learning
Agent performance is measured on closed-loop outcomes — contact success rates, overdue reduction, and time saved — not just output volume.
Multi-Channel Patient AI
One governed conversational layer across patient portal, SMS, email, voice, and mobile app — consistent, safe, and auditable.
AI Governance Built In
Every AI interaction in CareOSP is traceable, reviewable, and controllable. Governance is not a bolt-on — it is the foundation the AI layer runs on.
- Every AI output records model, provider, version, prompt template, input references, and timestamp
- PHI minimisation and redaction before model invocation
- Model registry, prompt registry, feature flags, and market-specific restrictions
- Evaluation harnesses for quality, hallucination rate, safety, and override rate
- Review queues, rollback capability, feedback capture, and incident handling
- Tenant-specific policy overrides for agent autonomy and review thresholds
Governance Stack
Hard Safety Boundaries
These boundaries are enforced at the platform level. They cannot be overridden by configuration, tenant policy, or agent behaviour.
Ready to See Governed AI in Action?
Start a pilot with CareOSP and see how AI workers integrate into your care operations — with full governance, provenance, and human accountability from day one.