◎ Platform · Data Access

Fine-grained access control. Prevent privilege drift before it spreads.

Unified access for every cloud, agent, and data platform.

Humans, applications, and AI agents all access your data. Your data landscape spans across multiple sources, such as Snowflake, Databricks, BigQuery, S3, and/or others. Trust3 AI gives you one place to define access policy and enforce it natively everywhere, without proxies, rewrites, or gaps.

THE CHALLENGE

Sensitive data is everywhere. Control still isn't.

Managing data access across a modern enterprise means dealing with multiple clouds, dozens of platforms, and an ever-growing set of principals: employees, contractors, applications, and now AI agents. Most organizations end up with access policies written per platform, per account, per team. The result is inconsistency, over-permissioning, and compliance gaps that only show up during audits.

THE SOLUTION

Unified access for every cloud, agent, and data platform.

Trust3 AI replaces fragmented, platform-native controls with a unified governance layer that centralizes policy enforcement across your entire data ecosystem. Every actor — human, application, or AI agent — is governed consistently, no matter where the data lives.

CORE CAPABILITIES

Core capabilities

01
Unified Data Access Control

Define once. Enforce everywhere.

Trust3 AI gives you one policy framework across your entire data estate, so you define a rule once and enforce it everywhere with native, query-time enforcement. No proxy layers. No rewrites. Just consistent governance across users, apps, and AI agents.

02
Fine-Grained Control with ABAC, TBAC, and RBAC

One access model for identity, tags, and resources.

Trust3 AI unifies ABAC, TBAC, and RBAC into one model. User attributes from Okta or Active Directory flow directly into policies, while data tags like PII automatically trigger protections across systems. Teams keep local control, while central governance maintains enterprise-wide guardrails.

03
End-to-End Data Access Auditing

See every access event. Prove every policy decision.

Trust3 AI logs every data access event across your connected platforms, including who accessed what data, when, and under which policy. You get full context on the user, the evaluation, and the result — all in one audit trail. Compliance teams get the evidence they need, and security teams finally get visibility without stitching systems together.

04
Unified View of Data Movement and Risk

Governance health, sensitive data movement, and risk — in one place.

Get a complete view of sensitive data movement across your estate, including where classified data lives and how it spreads. Built-in reports support GDPR, HIPAA, CCPA, and the EU AI Act, and everything integrates directly with tools like Splunk and your existing security stack. Instead of chasing logs across platforms, you see governance health in one place.

◎ POLICY AGENT

From Intent to Enforced Policy

With the Policy Agent, you write intent in plain English, and Trust3 AI converts it into a fully structured, enforceable policy with scope and impact analysis.

Example:

  • "“Marketing teams must not access PII-tagged tables.”"

Trust3 AI converts that rule into an executable TBAC policy across all systems. You review, approve, and it goes live — no query language, no back-and-forth with engineering.

◎ OPEN-STANDARDS GOVERNANCE AT SCALE

Built on Apache Ranger. Enforced natively everywhere.

Under the hood, Trust3 AI is built on Apache Ranger, the open-source foundation used across modern data platforms. This means policies are based on open standards, not proprietary formats, and enforcement runs natively inside each system without proxies or added latency.

It’s the same battle-tested architecture trusted in thousands of enterprises, extended with 50+ connectors for modern cloud data stacks.

Unified access. Across every cloud, agent, and data platform.

One place to define access policy and enforce it natively, everywhere. For every human, application, and AI agent that touches your data estate.