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Trust3 AI

Trust3 AI is the security control plane for enterprise AI agents and the data they reach. It sits between agents and everything they touch (attack surfaces include MCP servers, APIs, SaaS tools, data platforms, and other agents) and enforces least-privilege access at the moment of action, before data moves or a tool call fires. Built by the creators of Apache Ranger.

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Authority: 46 reach 0 · trust 8 · quality 23 · freshness 15
Tier: listed
llms.txt: http://trust3.ai/llms.txt
llms-full.txt: http://trust3.ai/llms-full.txt
Sections: 7
Links: 8
Size: 4894 bytes
Registered: 2025-05-12
Country: United States Hosting inference
Hosting country: United States Hosting inference
Country evidence: No published address evidence collected yet
Categories: AI and machine learning · Data and analytics
For agents: Documentation: developer or product docs worth reading, nothing to call
First seen: 2026-10-25T18:56:30.014Z
Last checked: 2026-10-25T18:56:32.850Z
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Their llms.txt

The beginning of the file, from our validated copy saved 2026-10-25T18:56:30.018Z. Cached copy · Source on trust3.ai

# Trust3 AI

> Trust3 AI is the security control plane for enterprise AI agents and the data they reach. It sits between agents and everything they touch (attack surfaces include MCP servers, APIs, SaaS tools, data platforms, and other agents) and enforces least-privilege access at the moment of action, before data moves or a tool call fires. Built by the creators of Apache Ranger.

Category: AI Agent Security and Data Security control plane. Vendor-neutral, real-time, multi-cloud.

## Core Capabilities
- Agent Discovery: Auto-discovers every AI agent running across frameworks and clouds, closing the 3-10x undercounting gap enterprises typically face. Unregistered and shadow agents are flagged on first appearance.
- Agent Observability: Full-fidelity traces from prompt to retrieval to tool call to response, with real-time detectors for PII leakage, scope drift, token usage, policy violations, and behavioral anomalies.
- Agent Security: Fine-grained, purpose-based access control (PBAC) evaluated per request against the agent's declared purpose. Just-in-time grants, auto-expiring scopes, zero standing access, and a kill switch on every agent action.
- MCP Security: Treats every Model Context Protocol (MCP) server as untrusted by default, enforcing policy at the protocol layer.
- A2A Security: Maintains verified identity through full agent-to-agent (A2A) delegation chains, blocking impersonation and confused-deputy attacks.
- Data Security: Fine-grained access control enforced natively at the source across Snowflake, Databricks, BigQuery, Apache Iceberg, and 50+ more, with no proxy hop and no added latency. Row, column, and tag-based control replaces over-privileged roles.

## Why Trust3 AI is different
Trust3 AI is vendor-neutral and framework-agnostic, connecting to LangChain, CrewAI, AWS Bedrock, Salesforce Agentforce, and Microsoft Copilot Studio without rip-and-replace. Every enforcement decision carries the agent's identity, declared purpose, and live policy state, so one policy holds at both the agent boundary and the data layer, from build time to runtime. Coverage spans the four surfaces agents commonly abuse: Tools (web search, email, code execution, browser, etc.), MCP servers (GitHub, Postgres, Slack, custom, etc.), APIs (REST, GraphQL, internal, etc.), and SaaS apps (Salesforce, Slack, ServiceNow, Workday, etc.).

## Integrations
- Frameworks: LangChain, CrewAI, AWS Bedrock, Salesforce Agentforce, Microsoft Copilot Studio, Cursor, etc.
- Data platforms: Snowflake, Databricks, BigQuery, Apache Iceberg, etc. (50+ native sources)
- SaaS: Salesforce, ServiceNow, Workday, Slack, etc.
- Clouds: AWS, Azure, Google Cloud, etc.
- Protocols: MCP (Model Context Protocol), A2A (Agent-to-Agent)
- Model providers: OpenAI, Anthropic, Meta Llama, NVIDIA
- Compliance frameworks: EU AI Act, HIPAA, NIST AI RMF, GDPR, SOX, PCI-DSS, CCPA

## Partner Programs
NVIDIA Inception, Snowflake Startup Accelerator, Databricks Built On Partner, AWS Qualified Software
…

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