Trust & Governance

Review data commitments, human approval boundaries and implementation planning for healthcare operations.

Published commitments

Last reviewed September 22, 2026

Scheduling and staffing: A manager or director approves changes before Symbric writes them back to your systems.
Revenue management: Read-only by default. Writes happen only inside a scope agreed in writing. We never train models on your data. Model calls can run under your own key.
Training and onboarding: Read-only by default. Writes happen only inside a scope agreed in writing. An accredited college or training provider awards credentials. Symbric tracks the records; the facility remains responsible for what a surveyor or accreditor accepts.
Patient data: Our revenue management and training terms include this commitment: “We sign a BAA with every customer before any patient data moves.”

A fictional example, not a customer log or a production interface.

Request: A nursing assistant reports a callout for a memory care shift.
Inputs: The open shift, hours worked, availability and unit experience.
Rules: Apply the organization’s overtime limits, fairness order and approval rights.
Recommendation: Offer the shift to eligible staff in fairness order.
Approval: Staff acceptance remains pending until the manager approves.
Action: After approval, write the booking back to the scheduling system.
Proposed exception handling: For deployment review: agree how unclear eligibility or a declined recommendation should be escalated before booking.

The following are review topics to agree for your deployment.

Security and procurement: Review data flows, hosting and model providers, access, retention, deletion, incident responsibilities and required agreements. Confirm which supporting evidence is available.
Model transparency: Identify where models are used, their providers and versions, intended uses, evaluation evidence and known limitations. Agree how changes will be reviewed.
Monitoring and explanation: Define the records needed to explain a recommendation: source information, applicable rules, reviewer, action and outcome. Agree which errors, overrides and outcomes to monitor, who reviews them and when to escalate.
Clinical responsibility: This review covers operational workflows. Diagnosis and treatment are outside its scope. Name accountable clinical reviewers and agree excluded uses. Review staffing and competency requirements, missing or conflicting information, and how work should continue if the system is unavailable.

Scope the work
Name the workflow, customer and Symbric owners, intended outcomes and approval boundaries.
Review access and agreements
Confirm integrations, data permissions, security requirements and contract terms.
Validate before writes
Agree test cases and acceptance criteria, then review results before enabling production changes.
Approve a limited rollout
Agree users, support, escalation and fallback procedures before expanding.
Review operation and changes
Set review ownership, monitoring expectations and approval requirements for changes.

Discuss the workflow, evidence and approvals your team needs.