Securing Agentic AI
at Enterprise Scale
TrustAI is the policy and security layer for agentic AI architectures, enabling enterprises to safely scale AI agents with governed, purpose-based access to data.
It enforces least-privilege, purpose-based access for autonomous AI agents before data exposure occurs, across cloud, on-prem, and hybrid data environments. Built as a native extension of the TrustLogix Data Security Platform, TrustAI unifies data security, identity propagation, and AI governance into a single control plane. Move from reactive monitoring to proactive prevention at the speed of AI.
How TrustAI Works
Four continuous controls across every AI interaction
Agent Governance
Identify and catalog the enterprise agents
Manage a list of AI agents, service accounts, and MCP tools while inventorying non-human identities across AI frameworks and data sources, and cataloging the purpose for which each agent was built.
Guardrails
Set guardrails on what data can be accessed
Leverage platform-native labeling and classification for structured and unstructured data, and associate sensitivity, residency, and compliance context.
Enforce
Control data access inside AI workflows
Apply attribute- and purpose-based access control (ABAC / PBAC) directly at the data source. Enforce row-level filtering and masking, propagate identity from human → agent → query, and make real-time allow/deny decisions via the TrustAI MCP Server—without exposing raw data.
Risk Detection
Detect and remediate risk in real time
Continuously monitor agent-driven data access with behavioral baselining and Data Activity Monitoring (DAM). Identify misconfigurations, exposed PII, or policy violations—and remediate them instantly.
What TrustAI Delivers
Context and Purpose-Aware Access Control
- Maintain end-to-end accountability across User → Agent → Action → Data
- Enforce user entitlements and purpose-based access controls (PBAC)
- Dynamically restrict access based on intent (e.g., Fraud vs. General Analytics)
- Eliminate agent blind spots during audits and investigations
- Define and enforce user, agent, and resource attributes through policy before data access or response generation
The Policy Control Plane for Data and AI Agents
- Single control plane for human and autonomous identities
- Centralised policy enforcement across AI frameworks (LlamaIndex, LiteLLM, Bedrock)
- One policy fabric for data platforms and AI agents
- Supports BYOA (Bring Your Own Agent) and enterprise AI assistants including ChatGPT and Claude
Why TrustAI Is Different
TrustAI is data-layer prevention for AI.
It is neither prompt security nor model security.
| Traditional AI Security | TrustAI |
|---|---|
| Reactive monitoring | Preventive enforcement |
| Prompt-level controls | Data-layer controls |
| Human IAM only | Human + agent governance |
| Post-incident audits | Real-time authorization |
| Fragmented tools | Unified policy fabric |
TrustAI defines the architectural standard for enterprise AI data security:
preventive, explainable, and enterprise-ready.
TrustAI Value for Different Stakeholders
CISO
Enforce Zero Trust for AI agents
- Prove compliance with SOC2, SOX, GDPR, data residency
- Reduce AI-driven insider risk before exposure
Data & AI Leaders
Deploy agents without security bottlenecks
- Accelerate AI initiatives from weeks to minutes
- Scale AI safely across clouds and data platforms
Trusted by Leading Enterprises
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Gartner Peer Insight™
Customer Reviews
Trusted by Leading Enterprises
Enterprises use TrustAI to:
"Healthcare AI without governance is a non-starter and Trustlogix lets us innovate with AI while staying compliant. They have been true partners in helping us move fast without breaking trust,”
TrustAI FAQs
Discover the answers to your most pressing questions about securing data for AI projects
TrustAI works seamlessly with TrustDSPM and TrustAccess to form a unified policy fabric for data and AI agents.
No, TrustAI works with existing TrustDSPM and TrustAccess capabilities.
Yes, You can configure AI Enterprise assistants to be secured with TrustAI MCP server
Yes, TrustAI assistant can be configured to work with LLM Gateways like LiteLLM to route the traffic to your Private Cloud
Experience TrustLogix in Action
Schedule a call to discover how TrustLogix can accelerate your AI initiatives with faster, safer data access.

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