Clinical documentation support
drafted notes, referral letters, and discharge summaries from structured inputs and dictation, always reviewed and signed by the clinician.
Industry
AI for Healthcare
Governed AI for clinical administration, patient engagement, and operations — with patient data that never leaves your environment.
The problem
Healthcare organisations are drowning in documentation. Clinicians spend hours on notes, referrals, discharge summaries, and prior authorisations instead of with patients. Administrative teams process claims, scheduling, and correspondence manually. Patients wait for answers to routine questions that could be resolved instantly.
Yet healthcare is also where ungoverned AI is most dangerous. Patient data is subject to strict privacy law. A confidently wrong answer can cause real harm. Clinical judgement cannot be delegated to a model, and every AI-assisted step must be traceable if it is questioned later.
How Evolvable helps
Evolvable keeps patient data inside your perimeter — in your cloud, your VPC, or fully air-gapped — and allows private SLMs to be trained on your own records so nothing is sent to a third-party provider. PII redaction and role-based access ensure that agents and users only see what they are entitled to see.
Groundedness checks and guardrails prevent hallucinated answers from reaching patients or staff. Human-in-the-loop review is mandatory for anything clinical or patient-facing, so AI drafts and clinicians decide. The immutable audit trail records every agent action and human approval, supporting accreditation, clinical governance, and incident review.
The Evolvable Support Agent handles patient and staff queries across channels; the configurable base agent and template library extend to clinical documentation, coding, and operations under the same governance.
Patient engagement
appointment scheduling, preparation instructions, medication reminders, and grounded answers to routine questions, with escalation to staff.
Prior authorisation and claims
document assembly, payer requirement checks, and drafted submissions with human approval.
Medical coding and billing support
suggested codes with cited evidence for coder review.
Clinical guideline and protocol Q&A
grounded answers over your own protocols, formularies, and policies for staff.
Referral and triage administration
classification and routing of incoming referrals by urgency and specialty, with clinician oversight.
Workforce and HR
staff helpdesk for rostering, policy, and benefits with sensitive data protected.
Operations and supply
procurement document review, inventory queries, and vendor correspondence.
Business units and roles covered
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Roles
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Clinical Departments
Roles
Physicians, nurses, allied health professionals (as reviewers and approvers)
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Patient Access & Experience
Roles
Schedulers, patient service representatives, call centre teams
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Health Information & Medical Records
Roles
Medical coders, health information managers, documentation specialists
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Revenue Cycle & Finance
Roles
Billing, claims, prior authorisation, finance teams
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Quality, Safety & Clinical Governance
Roles
Quality officers, risk managers, accreditation and audit teams
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Pharmacy & Supply Chain
Roles
Pharmacists, procurement, inventory management
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Human Resources & Workforce
Roles
HR shared services, rostering, training
Business unit
IT, Data & Information Security
Roles
CMIO/CIO offices, integration teams, privacy officers, security
See Evolvable in your environment
Deployable cloud, VPC, or fully air-gapped.