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Trust3 AI Launches Unified Agentic Governance Platform


Trust3 AI Launches Unified Agentic Governance Platform
  • by: PR Newswire
  • |
  • March 9, 2026

Trust3 AI, formerly Privacera, has rebranded and launched Trust3 AI, described as the industry's first unified agentic governance platform. The solution integrates data governance and AI governance into a single trust layer to address the security, compliance, and visibility challenges that have slowed enterprise AI adoption, particularly for autonomous AI agents.

Quick Intel

  • Trust3 AI combines data and AI governance in one extensible platform with automated "Trust Agents" for discovery, natural language policy creation, real-time guardrails, and enforcement.
  • Addresses governance friction from siloed teams and fragmented tools, enabling consistent policy application across multi-cloud and modern data architectures like Snowflake, Databricks, and Apache Iceberg.
  • Proactively prevents bias, ethical issues, and compliance violations while supporting regulations such as GDPR, HIPAA, and the EU AI Act.
  • Tackles "pilot purgatory" by providing secure data foundations, automated tracking, and flexible controls needed for scaling AI agents enterprise-wide.
  • Aligns with reports showing low AI deployment rates (11% YoY per Deloitte 2026) and persistent data governance gaps (only one-third meaningful implementation).
  • Delivers architectural flexibility, continuous integrity, and a unified trust layer to accelerate safe, production-ready AI initiatives.

Enterprises face mounting pressure to operationalize AI for growth, yet fragmented data ecosystems and outdated governance approaches create significant barriers. Traditional static tools struggle with the dynamic, autonomous nature of modern AI agents and diverse platforms, resulting in inconsistent enforcement, performance issues, and stalled projects.

Trust3 AI overcomes these limitations through a singular platform that bridges data policies and AI tools. Its automated Trust Agents handle metadata discovery, enable policy authoring in natural language, apply real-time controls to both data and AI agents, and maintain visibility across the entire data estate. This unified approach ensures proactive risk mitigation, including bias detection, ethical alignment, and regulatory adherence, without compromising innovation speed.

The rebrand and launch reflect the evolving demands of agentic AI, where passive governance models fall short. By treating data and AI as an integrated ecosystem, Trust3 AI shifts governance from an obstacle to a strategic enabler, allowing organizations to deploy autonomous agents confidently across multi-cloud environments.

"Enterprises have struggled to implement adequate data governance practices for years," according to Jason Bloomberg, Managing Director of analyst firm Intellyx, "the result is fragmented data governance processes, insufficient accountability, and a lack of visibility that now impact their ability to deploy effective AI initiatives. With Trust3 AI, enterprises can now implement proactive, continuous data and AI governance that streamlines data governance with a single Trust layer across the entire data estate."

"Operating across multiple clouds and data platforms, governance complexity has historically slowed our ability to operationalize AI. With Trust3 AI, we now have a unified trust layer that consistently governs both our data and AI systems. This has significantly accelerated enterprise-wide data and AI adoption while ensuring we maintain the strict security, compliance, and visibility standards required at our scale." - CIO, Fortune 50 Enterprise

"As organizations race to operationalize Agentic AI, they are discovering that traditional, passive governance models cannot keep pace with the complexity of today's agent and data-driven ecosystems," said Balaji Ganesan, CEO of Trust3 AI. "Trust3 AI represents a fundamental shift, moving from rigid, siloed controls to a unified trust layer that provides continuous integrity. By seamlessly integrating data and AI governance, we are empowering enterprises to escape pilot purgatory and deploy autonomous AI agents with absolute confidence and enterprise-grade resilience."

Trust3 AI positions security and compliance as core components of AI innovation, enabling enterprises to fully leverage their data assets while matching the sophistication of their AI strategies.

 

About Trust3 AI

Trust3 AI, formerly known as Privacera, provides a unified data and AI access governance platform that secures data across cloud services and on-premises environments - including modern AI tools, such as Gemini, Anthropic. Trusted by leading enterprises, Trust3 AI empowers organizations to balance seamless data access with strict security and compliance mandates.

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