ZeroTrust AI Enforcement Platform

Stop Shadow AI Before It Starts

Automatically block unsanctioned AI tools, enforce guardrails on approved models, and protect sensitive data with universal encryption. Continuous monitoring ensures safe, governed AI use without slowing teams down.

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100%
Shadow AI visibility
0ms
Enforcement latency
Auto
Evidence generation
AI Governance Platform
Core Capabilities

Three layers of AI governance enforcement

Every capability operates in real time — not as a policy review, not as a scheduled audit, but at the moment of AI use.

🔍
Shadow AI Discovery
Automatically discover every AI tool, model, plugin, and agent being used in your environment — including the ones security hasn't approved and IT doesn't know about.
  • Continuous passive discovery — no agent polling required
  • Classifies tools by risk level and data exposure potential
  • Surfaces usage patterns, not just tool presence
  • Identifies AI tools embedded in SaaS and browser extensions
  • Real-time alerts when new Shadow AI is detected
🔒
Policy Enforcement
Enforce AI usage policy at the prompt and tool layer — where behavior actually happens, not at the network perimeter where most of it has already occurred.
  • Block unsanctioned AI tools with zero user friction for approved ones
  • Prompt-level guardrails: redact, block, or watermark sensitive inputs
  • Role-based AI access controls with attribute-level granularity
  • Policy-as-code: version-controlled, auditable, and testable rules
  • Enforcement across browser, API, and native app AI interactions
📊
Continuous Monitoring
Real-time health monitoring for every approved AI model and agent in your ecosystem — detecting model drift, data leakage risk, and compliance gaps before they become incidents.
  • Continuous model health scoring with behavioral baselines
  • Prompt injection and jailbreak attempt detection
  • Sensitive data classification on model outputs in real time
  • Automated evidence trail for every governed AI interaction
  • Dashboard visibility for CISO, CIO, and GRC teams
The Principle
"Governance that enforces at the prompt layer, not the policy PDF."

Policy documents don't stop employees from pasting customer data into ChatGPT. Real-time enforcement does. PRAEGIS operates at the point of use — not the point of documentation.

How It Works

From discovery to enforcement in real time

// PRAEGIS AI GOVERNANCE LAYER — LIVE
✓
Microsoft Copilot
SANCTIONED — MONITORED
✕
ChatGPT (personal account)
BLOCKED — SHADOW AI DETECTED
⚠
Claude API (unregistered key)
QUARANTINED — REVIEW REQUIRED
🔒
Customer PII in prompt
REDACTED — UNIVERSAL ENCRYPTION
📊
Evidence trail generated
AUDIT READY — MAPPED TO COMPLIANCE
01
Continuous Discovery
The platform passively monitors all network, API, and application traffic to identify AI tool usage — including browser-based tools, SaaS AI features, and direct API calls. No employee action required. No agent install needed for discovery.
02
Real-Time Classification
Every AI tool is automatically classified against your policy: sanctioned, unsanctioned, or pending review. Sensitive data in prompts — PII, credentials, proprietary code — is detected and redacted before it reaches an unsanctioned model.
03
Prompt-Layer Enforcement
Policy enforcement happens at the prompt layer — not the network perimeter. Blocking, redaction, watermarking, and logging all occur before the model receives sensitive input. Approved tools operate without friction for legitimate users.
04
Automatic Evidence Generation
Every enforcement decision generates a structured evidence record: what was blocked, why, by which policy rule, at what time, and for which user or system. This evidence feeds directly into compliance dashboards mapped to NIST AI RMF, EU AI Act, and SOC 2.
The AI Risk Landscape

Why AI governance can't wait

The AI adoption curve is faster than the governance curve. Every week that gap widens, risk compounds. The tools your employees are using today are ungoverned. PRAEGIS closes that gap.

73%
of enterprise employees use AI tools not approved by IT
48%
regularly input sensitive company data into public AI models
$4.5M
average cost of a data breach involving AI-assisted exfiltration
2026
EU AI Act enforcement begins — organizations unprepared face significant penalties
// SHADOW AI ANATOMY — COMMON SOURCES
Browser AI extensions (Grammarly, Compose AI)
HIGH RISK
Personal ChatGPT / Claude accounts
HIGH RISK
SaaS AI features (Notion AI, Salesforce Einstein)
MEDIUM RISK
Developer API keys (unauthorized AI integrations)
HIGH RISK
AI coding assistants (personal Copilot, Cursor)
MEDIUM RISK
PRAEGIS discovers and governs all of these automatically — including sources your security team doesn't know about yet.

Discovery happens passively — no employee notification, no workflow disruption. Within hours of connecting PRAEGIS to your environment, you have complete visibility into every AI tool being used, by whom, and with what data.

See Shadow AI in Your Org
Governance by Role

Different teams. Same enforcement layer.

💻
Engineering Teams
Engineers are the highest-volume AI users and the highest-risk. Approved coding assistants (Copilot Enterprise, Cursor Business) pass through with zero friction. Personal accounts, unauthorized API keys, and tools that exfiltrate code are automatically blocked before they connect. Evidence of every blocked attempt is logged.
  • Source code protected from unauthorized AI exfiltration
  • API secrets and credentials redacted before reaching AI models
💼
Sales & Customer Success
Customer data — names, emails, deal sizes, health scores — is routinely pasted into AI tools for drafting and analysis. PRAEGIS enforces data classification at the prompt layer, redacting PII and confidential customer data before it reaches unsanctioned models. Approved tools receive the full context; unapproved tools receive a redacted version or are blocked entirely.
  • Customer PII automatically redacted from unsanctioned AI prompts
  • CRM data protection without restricting approved AI workflows
📄
Legal & Compliance
Privileged legal documents, M&A information, and regulatory filings represent the highest-sensitivity AI risk. PRAEGIS applies the strictest governance policies to legal team AI interactions — with full evidence trails that satisfy regulatory requirements and legal hold obligations.
  • Privileged document protection with attorney-client enforcement
  • M&A and earnings data blocked from public AI model access
🏥
Finance & Accounting
Financial projections, budget models, and audit data are increasingly fed into AI tools for analysis and summarization. PRAEGIS ensures that financial data only reaches AI models that have been sanctioned, configured with appropriate data handling, and are monitored for output compliance.
  • Financial projections and budget data governed at the prompt layer
  • SOX-relevant evidence trails for every AI interaction with financial data
Compliance Coverage

Evidence auto-mapped to your compliance frameworks

NIST AI RMF
AI Risk Management
EU AI Act
AI Governance
SOC 2 Type II
Security Controls
ISO 27001
ISMS Controls
HIPAA
Health Data
Get Started

Your organization is using AI right now.
Do you know which tools, and what they're doing with your data?

Request a live demonstration of PRAEGIS AI Governance — we'll show you Shadow AI in your environment within minutes of connecting.

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