Clinical Failure Prediction

Fleet-wide failure signatures learned across manufacturers and models, not just single-asset history.

8 failures prevented MTD

Cross-Domain Clinical Operations Graph

A unified graph connecting assets, facilities, risk, cyber, and capital data — one queryable model of the operation.

12,400+ connected entities

Clinical Service Continuity Engine

Models the operational blast radius of any asset or system going down, before it happens.

3 disruptions avoided MTD

Dynamic PM Optimization

PM intervals adjust to real usage and condition data instead of static manufacturer schedules.

94.2% PM compliance

Clinical Knowledge Fabric

Manuals, procedures, and prior failures indexed together so every AI answer is grounded in real institutional knowledge.

3,200+ indexed documents

Zero-Trust Device / Technician Context

Every access to clinical asset data is verified by device posture and technician role, every time.

100% RBAC-enforced access

Outcome-Based Analytics

Ties maintenance performance directly to clinical outcomes, not just uptime and cost metrics.

98.4% critical asset availability