Safety and systems design

Swarmie Health Architecture

Reference architecture for a governed healthcare AI platform: identity, consent, data controls, policy enforcement, human review, and full auditability.

Zero trustHuman reviewAudit trailPolicy engineHealthcare data
Recommended domain
health.swarmie.org/architecture
Primary brand domain

Clinical decisions remain under appropriately qualified human control.

Identity-first
Every action scoped
Policy gates
Before execution
Human-in-loop
High-risk paths
Full logging
Operational transparency
Website architecture
LayerWhat it doesWhy it matters
Identity and consentRole-aware access with purpose-based permissions and consent checksRestricts access to minimum necessary context
Inference safetyEvidence retrieval, policy validation, and risk classification before actionReduces unsafe or non-compliant outputs
Execution controlHuman approval gates for high-risk actions plus immutable audit logsPreserves accountability for consequential decisions
$4.8K
Architecture Review

Initial blueprint, policy map, and deployment plan for one healthcare workflow.

$12K
Safety Build

Implement governance controls with workflow instrumentation and audit surfaces.

$25K+
Platform Rollout

Multi-workflow rollout with integration, controls, and operations playbooks.

Custom
Enterprise Program

Regional rollout, advanced governance, and long-term operating support.

Permission model

Agent, data, and tool permissions are explicit and reviewable.

Safety engine

Input checks, citation context, policy gates, and escalation logic before action.

Observability

Traceable workflows, incident review, and executive-level risk visibility.