Secure AI Across Your Entire Healthcare Organization
Monitor, govern, and protect Browser AI, Desktop AI, MCP Servers, and Runtime AI Agents from a single platform built for healthcare risk and compliance.
Healthcare AI Adoption Is Moving Faster Than Governance
Clinicians, coders, and operations teams have already adopted AI. Security, privacy, and compliance haven't caught up.
of physicians now use AI in clinical workflows
Source: AMA Physician Survey 2025
of employees admit entering sensitive information into AI tools
Source: TELUS Digital 2025
of CISOs are concerned GenAI could result in a security breach
Source: Metomic CISO Survey
ChatGPT, Claude, Gemini, Copilot, Cursor — used daily, invisible to security.
No visibility into prompts, uploads, or screenshots containing patient data.
Runtime agents act on systems without policy guardrails or audit.
MCP servers connect AI directly to EHRs, identities, and revenue systems.
New AI tools onboarded by employees daily — outside procurement.
Proving compliance for AI to auditors is manual, slow, and incomplete.
One Platform For AI Governance
Four pillars, one control plane — purpose-built for the realities of healthcare data and workflows.
Browser AI Security
Monitor prompts, uploads, screenshots, and AI interactions across every browser AI tool.
- AI Prompt Visibility
- PHI & PII Detection
- Real-Time Policy Enforcement
Desktop AI Security
Protect desktop AI applications with local policy enforcement and telemetry.
- Desktop AI application visibility
- Local data protection
- Endpoint policy enforcement
MCP Security
Govern MCP servers, MCP tools, and agent-to-system interactions.
- MCP server inventory
- Tool-level governance
- Connection audit trails
Runtime Agent Security
Monitor autonomous AI agents, tool execution, workflows, and decision making.
- Agent action monitoring
- Decision traceability
- Workflow forensics
Deterministic Detection + Contextual AI Reasoning
Deterministic when it matters. Contextual when it counts.
- PHI / PII Detectors
- Policy Rules
- Risk Indicators
- Regulatory Controls
- Org Policies
- Intent Analysis
- Context Understanding
- Semantic Evaluation
- Risk Assessment
- Confidence Scoring
Praevenio combines a deterministic detection engine with contextual AI reasoning to deliver accurate, explainable, and auditable governance decisions.
Every interaction is first evaluated by Praevenio's deterministic policy engine, which identifies sensitive information using healthcare-specific detection rules, regulatory frameworks, organizational policies, and predefined risk indicators. This approach provides fast, consistent, and fully explainable decisions for known risk scenarios.
For complex situations where context matters, Praevenio can invoke a secondary contextual reasoning engine. This AI-assisted review evaluates the surrounding content, intent, and business context to determine whether information truly represents organizational risk. By combining deterministic enforcement with contextual analysis, Praevenio reduces false positives while maintaining strong security controls.
The result is a governance model that is both precise and practical—delivering the consistency required for compliance and the flexibility needed for real-world AI usage.
A Complete Platform for AI Risk Operations
Everything healthcare security and compliance teams need to safely enable AI — without slowing the business.
Real-time visibility into every AI interaction across the organization.
Block, warn, redact, or require approval — at prompt, upload, or action.
PHI, PII, PCI, credentials, source code, and confidential content.
Manage approved and unapproved AI applications across the enterprise.
Identify risky users, departments, and AI behaviors before incidents.
Deploy browser extensions, desktop agents, runtime SDKs, and MCP gateways.
Incidents, cases, evidence collection, and forensic activity search.
Automatically map controls to evidence — continuous, not point-in-time.
Built For Healthcare Compliance
Map controls to evidence. Automate audit readiness across the frameworks healthcare organizations are accountable to.
Privacy & Security Rule alignment, §164.308–§164.514 coverage.
CSF v11+ AI security mappings with continuous evidence generation.
Govern, Map, Measure, Manage functions for AI systems.
AI management system standard for governance and risk.
From Deployment to Audit Evidence
A continuous loop — instrument, observe, govern, enforce, prove.
Roll out browser extension, desktop agent, runtime SDK, or MCP gateway.
Praevenio continuously observes AI activity across surfaces.
Policies evaluate prompts, uploads, MCP executions, and agent actions.
Sensitive data is blocked, redacted, approved, or logged in real time.
Audit evidence is automatically generated for compliance reporting.
Purpose-Built For Healthcare Organizations
Every healthcare entity has its own AI risk surface. Praevenio meets each one with the right controls.
Govern clinician and operations AI use across EHR-adjacent workflows.
Demonstrate BAA-grade AI controls to covered entity customers.
Prevent PHI leakage in coding, billing, and prior auth automation.
Ship products with embedded AI governance and audit-ready evidence.
Protect study data, IRB workflows, and de-identified datasets in AI.
Govern claims, utilization, and member-data agents at scale.
The Only Platform Built For Healthcare AI
DLP wasn't built for AI. Browser extensions can't see runtime agents. Generic AI monitoring doesn't understand healthcare.
| Capability | Praevenio | Traditional DLP | Browser Extensions | AI Monitoring |
|---|---|---|---|---|
| Browser AI | ||||
| Desktop AI | ||||
| MCP Security | ||||
| Runtime Agent Security | ||||
| Healthcare Focus | ||||
| Compliance Mapping | ||||
| Evidence Automation | ||||
| Behavioral Risk Analytics | ||||
| Coverage | 8/8 | 1/8 | 1/8 | 2/8 |
Outcomes Your Board Cares About
Risk reduced. Compliance proven. AI accelerated.
Eliminate the largest unmanaged risk in your environment.
Stop patient data from leaving via AI tools — at the moment of intent.
Continuous control coverage, not annual scrambles.
Find every AI tool in use — approved or not — across the org.
Give autonomous agents guardrails, approvals, and forensics.
Inventory, audit, and enforce every MCP server and tool.
Say yes to AI safely — with measurable confidence.
Adopt AI With Confidence
Praevenio gives healthcare organizations the visibility, governance, and control required to securely scale AI.