Transparent AI Proven in the ICU
CalmWave has already reduced non-actionable alarms by 47% in live deployments with AI that shows its rationale, never auto-implements, and keeps clinicians fully in control.
MEET TRANSPATENT AI
What Makes AI Transparent
Transparent AI means no black boxes, no blind spots. CalmWave shows the logic behind every recommendation and defers final action to clinicians. It’s how hospitals get decision support they can trust and governance they can stand behind.
WHY IT MATTERS
Designed for Clinical Judgment, Not Automation
CalmWave is designed to support clinical judgment, not replace it. Every recommendation includes a clear explanation clinicians can review in under 10 seconds – grounded in structured data like vitals, staffing, EHR activity, and alarm frequency. CalmWave confirms patient stability and checks for hidden risk before surfacing any change, never applying them directly.
Every recommendation is:
Grounded in structured hospital data, not generative predictions
Validated by real-time and historical context
Logged and visible to clinical leadership for QA and safety review
Designed to inform clinicians, not automate care
Every Recommendation Must Clear Five Safety Gates
Before any threshold recommendation is surfaced, CalmWave confirms patient safety and operational context. Each insight must pass five clinical checks to ensure it’s timely, valid, and trustworthy.
1
Patient vital signs are stable
2
No recent medications or interventions
3
No threshold change in the past 3 hours
4
Alarm occurred 3+ times in the last 15 minutes
5
No outlier trends or signs of hidden instability
Only when all five gates are cleared does the system surface a CalmWave Optimized (CWO) recommendation, visible in the UI and always routed to a human for review.
AI That Answers to Hospitals
CalmWave is built with the same safety mindset as the hospital systems it serves. Every model is reviewed before deployment, validated continuously, and shaped by real-world clinical feedback.
Visible Logic
Every recommendation includes supporting data and rationale.
Clinical Oversight
Final decisions always remain with human experts.
Safety Guardrails
Models are blocked from surfacing changes unless all checks are met.
Co-Development
Built alongside ICU nurses, biomed teams, and clinical ops leaders.
This framework ensures CalmWave enhances decision-making without compromising safety, trust, or clinical alignment.
A Full Record: Every Patient, Action, and Rationale
CalmWave logs every recommendation, clinician response, and incident outcome, creating a defensible, clinician-verified record that supports internal QA, incident review, and Joint Commission standards.
Governance That Doesn’t Stop At Deployment
Every CalmWave model is vetted by CMOs, CNOs, and ICU advisors before deployment. It’s then audited quarterly for accuracy, bias, and drift – with results reviewed by both technical and clinical leaders.
It doesn’t end there: model improvements are shaped by frontline nurse and physician feedback to keep insights clinically relevant and operationally safe.
Security That Meets – and Exceeds – Hospital Standards
CalmWave doesn’t just meet enterprise requirements. We follow hospital-grade protocols across data handling, access control, and system monitoring.
THE PROCESS
What Transparent AI Delivers That Black Box AI Doesn’t
Hospitals need AI they can explain, control, and audit. Here’s what that looks like with CalmWave, compared to traditional black-box models.
CalmWave Transparent AI
Black-Box AI
Clarity
Every insight includes supporting rationale and evidence
No rationale shown; logic often hidden
Control
Clinicians review and decide – AI never bypasses human input
May auto-implement without human validation
Audibility
Logged, time-stamped, and ready for clinical and regulatory audits
Inconsistent logging; difficult to audit
Clinical Design
Informed by frontline teams – nurses, engineers, physicians
Rarely designed for workflow realities
Consistency
Same inputs = same outputs; behavior is traceable
Prone to variable responses and hallucinated logic
CalmWave Transparent AI
Black-Box AI
See Transparent AI in Action
CalmWave’s Transparent AI reduced non-actionable alarms by 47% in live ICU deployments without ever bypassing human judgment. See how it supports clinical teams while staying fully explainable, auditable, and safe.
