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Model Guardian

Pragatix Comprehensive AI Security

Model Guardian

  • Visibility and control over public AI services
  • Mitigate AI risks by enforcing guardrails with real-time inspection
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Presentation

The 4 Pillars of AI Firewall

Delivers the principles of AI TRiSM — Trust, Risk, and Security Management

Security

Prevent sensitive data from being exposed.

Risk Management

Proactively identify, classify, and neutralize AI risks.

Trust

Gain real-time insight into AI activity, uncover shadow use.

Governance

Define, enforce, and monitor responsible AI usage.

Pragatix AI Security and Governance

Model Guardian Core Features

Security

Safeguarding Data & Preventing Threats

Sensitive Data Protection (DLP): Prevent PII, PHI, and IP from leaving your environment.

Data Taxonomy & Classification: Identify activities, topics, and sensitivity levels.

Prompt Injection & Jailbreak Protection: Stop malicious instructions from bypassing safeguards.

OWASP LLM Threat Coverage: Address top AI risks like insecure output handling.

Risk Management

Mitigating AI-Specific Risks

Toxic Content Filtering: Block unsafe, harmful, or policy-violating prompts and responses.

Hallucination Reduction: Validate AI outputs against policy and fact-checking rules.

Risk Classification & Rules: Define and manage risky AI activities using natural language policies.

Trust

Ensuring Responsible & Reliable AI Outputs

Output Validation: Ensure results are accurate, aligned, and reliable.

Policy-Based Enforcement: Translate company rules into automated safeguards.

Content Integrity Checks: Maintain tone, safety, and brand alignment.

Governance

Oversight, Visibility & Compliance

AI Agent Activities: Visibility and control on what agents do.

Shadow AI Detection: Discover and audit unsanctioned AI usage.

AI Monitoring & Auditing: Map, log, and analyze AI interactions.

Usage Mapping: Track AI usage patterns, workflows, and operational exposure.

Pragatix AI Security and Governance

Model Guardian Key Benefits

Protect Sensitive Data

Prevent PII, PHI, financial, and proprietary content from leaving your environment with built-in data classification and leakage protection.

Block AI Threats

Stop prompt injection, jailbreaks, and malicious inputs while addressing OWASP LLM Top 10 risks.

Gain Full Visibility

Monitor, audit, and map AI usage in real time to uncover shadow AI and ensure transparency across teams.

Enforce Governance Policies

Apply company rules and compliance requirements with automated, role-based guardrails.

Reduce Business Risks

Mitigate harmful outputs, hallucinations, and reputational or financial damage caused by unsafe AI use.

Ensure Regulatory Compliance

Align AI usage with industry standards and regulations such as the EU AI Act, NIST AI RMF, HIPAA, and GDPR.

Model Guardian Use Case

Government & Public Sector

  • Secure AI use in air-gapped environments.
  • Monitor AI adoption across departments.
  • Align with data sovereignty and governance rules.
  • Block prompt injection and manipulation threats.

Legal & Professional Services

  • Safeguard client files and contracts.
  • Apply role-based AI usage policies.
  • Maintain audit trails for accountability.
  • Reduce liability from AI hallucinations.

Financial Services

  • Block leaks of client data or trading strategies.
  • Enforce compliance with GDPR, SEC, and FINRA.
  • Detect shadow AI use in trading and advisory teams.
  • Reduce risks from AI-generated financial advice.

Healthcare

  • Protect PHI, PII, and patient records.
  • Enforce HIPAA compliance in AI usage.
  • Validate AI recommendations for accuracy.
  • Prevent unsafe or biased patient communication.

Enterprise & Technology

  • Stop IP and source code from leaking.
  • Enforce AI usage policies by role or department.
  • Audit and control shadow AI adoption.
  • Validate chatbot and knowledge AI outputs.
FAQ Quick Access

Frequently Asked Questions

What is an Model Guardian?
The Model Guardian is a security and governance solution that places guardrails around generative AI usage. It prevents data leakage, blocks malicious prompts, enforces compliance, and provides real-time visibility and control across your organization.
Why do I need an Model Guardian if I already secure my network and data?
Traditional firewalls protect your network, but they don’t address AI-specific risks such as prompt injection, hallucinations, or shadow AI. The AI Firewall is purpose-built to monitor and govern how AI tools are used, ensuring your sensitive data and business remain safe.
How does the Model Guardian protect sensitive data?
It prevents PII, PHI, and proprietary information from leaving your environment. Data classification and policy-based controls ensure only safe, compliant information is shared with AI systems.
What types of risks can the Model Guardian prevent?
The Model Guardian protects against:

Prompt injection and jailbreaks (malicious instructions)
Hallucinations and unsafe outputs
Toxic or non-compliant content
Shadow AI usage (unsanctioned AI tools)
Sensitive data leakage
Can I set my own policies and rules?
Yes. The Model Guardian allows you to define AI usage rules in natural language. You can enforce governance by role, group, or workflow, ensuring AI is used responsibly across your organization.
Does the Model Guardian help with compliance requirements?
Absolutely. It helps align AI usage with regulations such as the EU AI Act, NIST AI RMF, GDPR, and HIPAA, making it easier for enterprises to adopt AI while staying compliant.
How does the Model Guardian give visibility into AI usage?
It provides real-time monitoring, auditing, and mapping of AI interactions. You can see who is using AI, how it’s being used, and whether it complies with company policies.
Where can the Model Guardian be deployed?
The Model Guardian supports multiple deployment options:

On-Premises (within your infrastructure)
Private Cloud
Air-Gapped environments (no internet)
SaaS (fully managed)
How is “AI Guardrails” different from features?
“AI Guardrails” refers to the overall framework of protections, policies, and visibility the AI Firewall provides. Individual features—like data leakage prevention or prompt injection blocking—are the tools that enforce those guardrails.
Who should use an Model Guardian?
The Model Guardian is designed for regulated industries (finance, healthcare, government, legal, etc.), enterprises concerned with data privacy, and any organization adopting generative AI that wants to ensure security, compliance, and control.

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