ONIX AI Platform Architecture

ONIX AI operates as a modular, cloud-native enterprise imaging platform designed for scalability, governance, and clinical-grade reliability.

Technology and analytics workspace

Platform Architecture

ONIX AI operates as a layered enterprise stack designed for scale, governance, and clinical-grade reliability.

Secure cloud infrastructure layer

Secure Cloud Infrastructure

Provides encrypted storage, role-based access controls, and resilient cloud deployment architecture.

Workflow orchestration engine

Workflow Orchestration Engine

Intelligent routing, SLA-aware prioritization, and coordinated multi-site operations.

AI marketplace integration layer

AI Integration Marketplace

Modality-specific algorithm integration through controlled, vendor-agnostic interfaces.

Human-in-the-loop oversight

Human-in-the-Loop Governance

Clinical review checkpoints, override authority, and transparent governance controls.

Structured reporting framework

Structured Reporting Framework

Template-driven documentation to ensure consistency, traceability, and quality at scale.

Analytics and operational intelligence layer

Analytics and Operational Intelligence

Live performance metrics and actionable insights for enterprise-wide optimization.

Human in the Loop AI

Automation operates within validated governance frameworks while preserving clinical accountability across radiology workflows.

Radiologist Override Authority

Final interpretive control remains with credentialed clinical experts.

Structured QA Checkpoints

Validation gates ensure quality consistency through each workflow stage.

AI-Assisted Triage and Prioritization

Cases are prioritized based on urgency and subspecialty expertise.

Transparent Usage Audit Logs

Every AI interaction is traceable for compliance and governance review.

Feedback-Driven Refinement Loops

Operational feedback continuously improves model and workflow performance.

AI Algorithm Integration & Orchestration Layer

The ONIX AI Marketplace provides a governed framework for integrating clinical AI tools into imaging workflows while maintaining auditability and operational oversight.

Algorithm Onboarding and Validation

Curated onboarding pipeline with credential checks, compatibility testing, and approval controls before activation.

Multi-Vendor Compatibility Layer

Vendor-agnostic interfaces support modality-specific AI tools without locking organizations to a single provider.

Workflow-Triggered AI Execution

AI models are invoked based on study type, urgency, and routing logic rather than manual tool switching.

AI Marketplace

Governance Layer

Performance Monitoring and Audit Traceability

Every run captures usage, output quality, and operational metrics for governance, compliance, and optimization.

Voice-Enabled Structured Reporting

Recording...

Structured Output

Notes: No acute intracranial hemorrhage, mass effect, or midline shift...

Summary: No acute intracranial abnormality detected.

Structured Reporting Through Voice

Voice-Enabled Structured Reporting

Voice-enabled structured reporting enables:

  • Speech-to-template conversion
  • Context-aware report auto‑completion
  • Protocol-aligned documentation
  • Real-time reporting validation
This reduces variability while preserving clinical flexibility.

Operational AI Agents

AI agents coordinate repetitive operations while clinical decisions remain with radiologists.

Operational AI Core

These agents optimize throughput and quality without replacing clinical judgement.

Case Prioritization

Ranks worklists by urgency, SLA, and subspecialty routing fit.

Credential Verification

Matches reader credentials and privileges before assignment.

Workflow Anomaly Detection

Flags workflow delays, queue spikes, and exception patterns.

Report Formatting and Documentation Assistance

Applies formatting and section consistency checks in real time.

Analytics and Intelligence

Turnaround performance dashboards
Subspecialty allocation insights
Peer review trends
Workload balancing metrics
Governance visibility for leadership