First-to-market features enable real-time, intelligent access decisions—eliminating manual reviews and accelerating data use across enterprises
Immuta, the leader in data access and provisioning, announced significant upgrades to its Immuta AI layer. These enhancements are designed to solve a critical hurdle in enterprise AI adoption: the slow, manual workflows that impede timely access to data, delay innovation, and increase operational risk. The new capabilities mark a major advancement in Immuta’s data provisioning platform, ensuring that the right data reaches the right users—whether human or machine—at the right time, with built-in policy enforcement and full auditability.
As enterprises scale their AI initiatives, many are realizing that the primary roadblock isn’t building AI models—it’s accessing the necessary data quickly and securely. The enhanced Immuta AI layer addresses this bottleneck directly, bringing automation and intelligence to the forefront of the data provisioning process.
Unlike traditional solutions that focus solely on data governance or security, Immuta’s platform is purpose-built for dynamic data provisioning—delivering data with the right policies in place precisely when it’s needed. This approach helps enterprises eliminate friction, improve compliance, and unlock the full value of their data assets without compromising protection.
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In many organizations, data access remains a painfully slow and manual process. Users often face delays of days or even weeks as requests get bogged down in approval chains, IT ticketing systems, and outdated workflows designed for hardware—not data. These processes frequently require manual reviews, new role definitions, and custom attribute configurations, making them inefficient and unsustainable.
The consequence? Operational drag, interdepartmental friction, and hindered innovation—especially as both human teams and AI systems demand faster, more flexible access to data.
Immuta AI Layer Delivers Intelligent, Real-Time Data Provisioning
The latest updates to the Immuta AI layer are engineered to address these challenges by automating and optimizing key elements of data access:
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Review Assist: This feature automatically assigns a risk rating—low, medium, or high—to each data access request using historical approvals, user roles, request context, and policy sensitivity. An AI-generated rationale explains each decision, enabling reviewers to act quickly and confidently. This not only reduces review times but also ensures consistent, scalable decision-making without compromising oversight.
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Data Unmasking Request: Users gain visibility into which parts of a dataset are masked due to policy restrictions. They can submit precise requests to unmask specific fields, supported by a clear business justification. This functionality streamlines exception handling, enhances transparency, and accelerates access approvals—all while maintaining data security and compliance.
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Support for Third-Party Agents via Model Context Protocol (MCP): By integrating with AI agents and assistants through MCP, Immuta enables automated data access requests using risk insights from Review Assist. This eliminates lengthy approval processes and human intervention, allowing enterprises to scale access in real time alongside growing AI usage.
“These capabilities represent a fundamental shift in how organizations think about data access,” said Matt Carroll, CEO of Immuta. “We’re moving from governance to data provisioning—from static rules to intelligent automation. Traditional models weren’t built for the volume and velocity of access demands created by AI. The organizations that win in this next era will be the ones that can provision data safely and in real time.”
From Manual Workflows to Machine-Speed Decisioning
With these new AI-driven features, Immuta is delivering on the promise of agentic data provisioning—where data access is intelligently managed in real time based on contextual signals, eliminating the need for manual oversight. Immuta is the only platform to unify access control, policy enforcement, and automation within a single solution purpose-built for the speed, scale, and security demands of modern enterprises.
This release sets a new industry benchmark and strengthens Immuta’s leadership in AI-powered data access. Additional innovations are already on the horizon, as Immuta continues to redefine how enterprises provision data in the age of AI.
