Clinician oversight
A qualified clinician owns every clinical decision. Robi Care prepares material for that decision; it never makes the decision.
AI governance
Clinical AI that can be constrained, examined and stopped.
Robi Care is built around a single rule: AI prepares, clinicians decide. Every generated note is a draft until a clinician reviews and approves it — and that review is part of the workflow, not an optional step.
HUMAN AUTHORITY BY DESIGN
AI may assist. The clinician decides.
Robi Care combines clinical workflow support with policy gates, human authorization and traceable evidence through SSOT-AI-GOV.
Fail-closed
Restricted actions are denied when authorization, required evidence or governance services are unavailable.
Review first
Draft clinical content remains visibly unapproved until an authorized professional signs off.
Governance principles
Four commitments that shape how the system behaves
These are workflow commitments, not marketing claims. Each one describes something the product does — or deliberately refuses to do.
Review before use
Generated output is a draft. It is read, corrected, and approved by a clinician before it enters the patient record.
Transparency of output
Clinicians can see what was captured and what was generated, so the basis of every note is visible rather than assumed.
Deliberate data handling
Patient information is handled only for the purpose of preparing the note, under the clinic's own policies and controls.
Governance principles
The rules the system is held to
Eight principles define what the platform checks before it acts, what it refuses to do by default, and what it records afterwards.
- AI actions begin with explicit identity, role and authorization checks
- Applicable policies are evaluated before any action proceeds
- Restricted actions are denied by default when authorization or information is missing
- Higher-risk outputs require human approval
- Material actions generate time-stamped evidence and governance receipts
- Administrators can suspend workflows, models, integrations or user privileges
- Incidents can be reconstructed from protected records
- Model confidence never overrides an applicable clinical or organizational rule
Architecture
How a request is governed end to end
Every request passes through identity and policy gates before it reaches a workflow service or the evidence ledger, and no output reaches a record without clinician review.
Governance architecture
How a request moves from a care team member to a signed clinical record, and where identity, policy, evidence and human review sit in that path.
- Clinician/Nurse/EMS/Administrator
- Robi Care PWA
- Identity, Consent and Role Controls
- SSOT-AI-GOV Policy Gates
- TMU Clinical Workflow Services
- Evidence Ledger and Audit Receipts
- Approved AI Models and Clinical/Administrative Systems
- Clinician Review and Sign-off
Fail-safe and fail-closed are design objectives subject to testing, validation and contractual scope — not a guarantee that failure or harm is impossible.
Oversight in practice
Governance that can be inspected, not just asserted
Controls are only meaningful if someone can see them working. Administrators and compliance officers review how policies were applied, where actions were denied, and what evidence was produced.
Policy outcomes are visible
Each decision shows which policy applied and whether the action proceeded, required approval, or was denied.
Exceptions are reviewable
Denials and approval requests are surfaced for review rather than silently dropped.
Controls can be suspended
Administrators can stop workflows, models, integrations or user privileges when oversight requires it.
Human in the loop
Decision control stays with the clinician
Automation is confined to the parts of documentation that do not require judgement. Everything that does require judgement is left where it belongs.
The system drafts, the clinician decides
Robi Care organises what was said into a structured note. It does not diagnose, prescribe, or act.
Approval is the gate to the record
Nothing generated reaches the patient record without a clinician's explicit approval.
Corrections are first-class
Editing a draft is a normal part of the workflow, not a failure state. The clinician's version is the note.
Data handling
Patient information, handled deliberately
Robi Care processes patient information for one purpose: preparing the note the clinician is working on. It is not repurposed, and it is not used to train models on your patients.
Purpose-limited processing
Captured conversation is used to prepare the clinician's note and for nothing else.
Clinic-controlled policy
Retention and access follow the clinic's own policies, applied to the documentation workflow.
Deployment specifics
Hosting arrangements and certifications are [certification/region to be confirmed] and are agreed with each clinic.
Questions
Governance questions, answered plainly
The questions clinicians and governance leads ask most often about how Robi Care behaves.
Get started
Review the governance model with us
Talk to the team about how review-before-use, transparency, and data handling would work in your clinic.