Power enterprise innovation with a unified trust layer for GenAI and autonomous agents.
As AI adoption accelerates across the enterprise, the need for a systematic approach to trust, transparency, and governance is more critical than ever. This urgency is further amplified by groundbreaking innovations like Databricks Agent Bricks, which empower organizations to build highly sophisticated and autonomous AI agents at an unprecedented pace. That’s why organizations building on Databricks are turning to Trust3 AI — the programmable trust layer purpose-built to operationalize responsible AI at scale.
Together, Trust3 AI and Databricks deliver the foundation for secure, compliant, and high-performing AI systems. From copilots and RAG pipelines to full-scale autonomous agents built with Agent Bricks, Trust3 AI empowers teams to innovate faster—without compromising oversight or safety.
“Designed for modern data intelligence platforms like Databricks, Trust3 AI brings together observability, runtime validation, and cross-platform accuracy in a unified trust layer.”
— Jason Pohl, Sr. Director of Data Management, Databricks
Accelerate AI Decision-Making with Trust3 IQ
Unlock the full value of your enterprise data. Trust3 IQ enriches your AI stack by unifying structured and unstructured data—from Databricks, APIs, and documents—into a real-time knowledge layer.
- Unified Knowledge Index connects siloed data across your stack to enhance large language model performance
- Real-Time Contextualization improves prompt relevance, grounding, and system outputs
- Accuracy Optimization minimizes hallucinations and data misinterpretation at scale
Operationalize Governance with End-to-End AI Visibility
With Trust3 Visibility, governance isn’t an afterthought—it’s built in. Gain full transparency into AI systems, workflows, and risks across your Databricks environment.
- AI Asset Catalog automatically inventories agents, RAG pipelines, LLM endpoints, and MCP components
- Risk Scoring & Compliance Insights align with NIST AI RMF, OWASP, and EU AI Act frameworks
- Audit-Ready Dashboards track data lineage, usage patterns, and policy enforcement in real time
Secure the AI Lifecycle with Intelligent Guardrails
AI innovation shouldn’t come at the expense of security. Trust3 Guard delivers real-time, context-aware protection that’s purpose-built for dynamic AI workflows.
- AI-Aware Guardrails automatically detect and mitigate toxicity, sensitive data leaks, and policy violations
- Dynamic Access Controls apply permissions based on roles, context, and sensitivity
- Live Redaction & Output Blocking prevent unsafe responses before they reach the end user
Automate AI Risk Evaluation with a Flexible Framework
Validating AI safety and compliance shouldn’t slow you down. The Trust3 Evaluation Platform brings plug-and-play extensibility to your red-teaming, model validation, and testing workflows.
- Custom Evaluation Pipelines adapt to any risk model, from internal audits to regulated use cases
- Prebuilt Standards Coverage includes NIST AI RMF, OWASP LLM Top 10, and the EU AI Act
- Continuous Monitoring ensures models stay robust and compliant as they evolve
Databricks Agent Bricks: Accelerating Autonomous AI Development
The Databricks Data Intelligence Platform is continuously evolving to empower enterprises to build and deploy advanced AI. A recent pivotal innovation, Databricks Agent Bricks, announced at the Data + AI Summit, is poised to dramatically accelerate the creation of high-performing, tailored AI agents for specific business needs.
Agent Bricks addresses the key challenges of developing production-grade AI agents—quality, cost, and complexity—by automating much of the development lifecycle. With Agent Bricks, users can simply define a high-level task and connect their enterprise data. The platform then intelligently handles:
- Automated Evaluation: Generates task-specific evaluations and even “LLM judges” to rigorously assess agent quality.
- Synthetic Data Generation: Creates high-quality synthetic data to augment training, especially valuable when real-world labeled data is scarce.
- Automated Optimization: Searches across various techniques (like prompt engineering, fine-tuning, and reward models) to find the optimal balance of quality and cost for the agent.
This no-code/low-code approach means organizations can rapidly move from AI experimentation to building sophisticated, domain-specific autonomous agents, leveraging the full power of their Databricks environment, including Unity Catalog for governance and MLflow for lifecycle management.
The Synergy of Databricks Agent Bricks and Trust3 AI
The rapid innovation enabled by Databricks Agent Bricks underscores the heightened need for robust AI governance and trustworthiness. As organizations build and deploy increasingly powerful and autonomous agents, ensuring these systems operate with integrity, safety, and compliance becomes paramount.
Trust3 AI for Databricks acts as the essential trust layer for agents built with Agent Bricks and beyond. While Agent Bricks streamlines the building and optimization of high-performing AI agents, Trust3 AI ensures these agents are deployed responsibly and reliably in production.
- Complementary Strengths: Agent Bricks helps you achieve a performant and domain-specific agent, while Trust3 AI helps you trust that agent in real-world scenarios, mitigating risks like bias, unintended outputs, or sensitive data exposure.
- End-to-End Trust: From the moment an agent is conceptualized and built with Agent Bricks, through its deployment and continuous operation, Trust3 AI provides the visibility, guardrails, and evaluation capabilities to ensure compliance and ethical operation. This includes monitoring for hallucinations and decision integrity (Trust3 IQ), comprehensive auditing of agent behavior (Trust3 Visibility), and real-time protection against misuse or sensitive data leaks (Trust3 Guard).
Together, Databricks Agent Bricks and Trust3 AI empower enterprises to not only innovate faster with AI, but to do so with the confidence that their AI systems are secure, compliant, and trustworthy, directly within the unified Databricks Data Intelligence Platform.
Why Trust3 AI for Databricks?
Enterprises using Databricks can seamlessly integrate Trust3 AI into their existing data and AI pipelines, including those leveraging Databricks Agent Bricks, Databricks Genie, and other LLM-driven systems. The result is a unified, cross-platform trust framework that scales with your innovation goals—whether you’re deploying AI copilots in customer support or building autonomous agents for operations with Agent Bricks.
Trust3 AI enables organizations to:
- Strengthen compliance and reduce risk exposure across all AI deployments, including advanced agents
- Streamline governance workflows for complex AI systems
- Boost confidence in GenAI outputs and autonomous agent decisions
- Deliver trusted AI experiences at scale
Recognized by Databricks as a Trusted Innovator
As a member of the Databricks Startup Accelerator, Trust3 AI has been recognized for its leadership in AI governance, safety, and observability. This partnership underscores our shared commitment to helping enterprises deploy GenAI applications and advanced AI agents with greater confidence, compliance, and control—while fully leveraging the Databricks platform.
Ready to Build Trusted AI on Databricks?
Visit Trust3.ai or contact us at [email protected] to request a tailored demo.
