Vitea Pulse
Continuous AI Validation. No Drift Goes Undetected.
Test AI before it goes live. And keep testing it after, so drift, hallucinations, and silent vendor changes never compromise patient care.
100+ Healthcare Attack Scenarios
Continuous Drift Detection
Zero Blind Spots Post-Deployment
Partnering to confidently advance healthcare AI innovation.
PROBLEM FRAMING
The AI you approved isn't the same AI running today.
Models change. Performance slips. New vulnerabilities emerge. Without continuous validation, the first warning may be a patient safety incident.
Silent
Vendors change the underlying model behind a tool without always disclosing it — the AI you approved in January may not be the AI running in June.
Degrading
Model performance isn't static. Accuracy today doesn't guarantee accuracy in six months — and most health systems have no baseline to measure against.
Unproven
Vendor performance claims are rarely tested independently. Without a real benchmark, procurement decisions run on sales pitches, not evidence.
Exploitable
AI is a new attack surface. Prompt injection, jailbreaks, and adversarial manipulation target clinical and patient-facing tools the same way malware targets a network.
HOW VITEA HELPS
Prove AI Performance Beyond Go-Live
Vitea Pulse continuously tests every AI application for performance, drift, and security—before deployment and every day after.
OUTCOMES
Confidence You Can Prove
Continuous validation that turns "we tested it once" into ongoing, documented proof — for patient safety, procurement, and compliance.
100+
healthcare-specific attack scenarios tested
Continuous
post-deployment performance monitoring
NIST AI RMF
aligned compliance reporting
USE CASE
Prove AI Performance Beyond Go-Live
Continuously validate AI performance, catch drift, strengthen procurement, and generate compliance-ready evidence.
Verify AI performance continuously.
Confirm deployed AI still performs as expected with ongoing testing against established baselines.
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Continuous post-deployment testing
Performance baselines, not one-time checks
Ongoing verification after launch
Catch vendor model changes before patients do.
Detect silent vendor updates and declining accuracy before they affect clinical decisions or patient care.
Real-time drift and accuracy detection
Visibility into unannounced vendor model changes
Early warning before performance degrades
Choose AI vendors on evidence, not promises.
Compare AI vendors head-to-head using auditable performance data—not sales claims.
Head-to-head vendor bakeoffs
Auditable performance baselines
Data-backed procurement decisions
Turn security testing into compliance evidence.
Convert security and performance testing into NIST AI RMF-aligned documentation for leadership, auditors, and regulators.
100+ healthcare-specific attack scenarios
NIST AI RMF-aligned scorecards
Audit documentation, generated automatically
INDUSTRY WARNING
When AI Performance Quietly Fails
“Missed 2 out of 3 sepsis cases after go-live.”
A major health system’s sepsis model degraded after deployment—missing two out of three sepsis cases while generating 109 alerts for every true positive. Continuous benchmarking is built to surface performance drift before it threatens patient safety.
2/3
sepsis cases missed
109 alerts per true positive
Every vendor tells you their AI is secure. Pulse is the first time we've had an independent red team actually test that claim against attacks specific to healthcare.
CISO
multi-hospital health system
Before Pulse, we had no way to know if a vendor changed their model between our evaluation and go-live. Now we have a baseline, and we know the moment something drifts from it.
CIO
regional health system
When our board asks how we're monitoring AI performance after deployment, we used to have an honest answer: we weren't. Pulse gave us continuous testing and a report we can actually hand to auditors.
Chief Compliance Officer
academic medical center
We approved a clinical AI tool based on strong pilot performance. Pulse is what tells us it's still performing that way months later versus just on the day we signed off.
CMIO
community health system
We were comparing three AI vendors based entirely on their own performance claims. Pulse gave us a real, apples-to-apples benchmark — the first vendor decision we've made on data instead of a demo.
VP of IT
multi-site health system
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FAQ’S
Got Questions? We've Got Answers.
Let us help you understand and break down the complexity of AI governance.
SCHEDULE YOUR DEMO
See what's really running on your network.
See how Vitea helps healthcare organizations monitor, govern, and reduce AI risk.
Built for healthcare
Purpose-built for healthcare compliance and AI governance.
Reduce AI risk
Identify, monitor, and mitigate AI risks across your organization.
Enterprise-grade security
HIPAA-ready, SOC 2 compliant, and built with enterprise security at the core.
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Adopt AI With Confidence — Not Compromise.
Full AI visibility and control, built to help you innovate faster.
