🛡️ Clinical AI Safety Monitor

Real-time oversight of AI model outputs, confidence drops, and physician overrides.

Guardrail Status

Enforcing Strict Mode

Output Blocked (24H)

Failed pharmacological safety check

Confidence Drops

Model certainty below 85% threshold

Physician Overrides

AI suggestion formally rejected

Uptime & Latency

99.98%

Avg response latency: 1.2s

14:02 PM

Dosage Auto-CorrectionCritical

Blocked recommendation of 500mg Warfarin. Detected likely unit error (mg vs mcg). Alerted referring MD.

Intercepting Model: Pharm-LLM-v2

11:45 AM

Diagnostic ConflictWarning

Transcription model suggested 'Appendicitis' but patient has history of prior appendectomy. Blocked from final draft.

Intercepting Model: Transcribe-Med

09:12 AM

Data Privacy MaskingInfo

Successfully redacted 4 PHI strings before sending query to external summarization API.

Intercepting Model: De-Identifier-v1