Data provisioning company Immuta Inc. today announced a major expansion of its platform with the introduction of Guardrail Policies, Policy Exception Workflows and Multi-Approver Workflows, three capabilities that form the building blocks of modern data provisioning.

Data provisioning delivers governed data safely and dynamically, by policy or on demand by request, giving humans and artificial intelligence agents secure access at scale. The new capabilities balance automation and oversight by using guardrails to prevent approval mistakes, policy exceptions to manage unique or time-bound data needs and multi-approver workflows to keep human judgment in the loop.

The three new releases are said by Immuta to turn data provisioning from a slow, manual approval process into an automated workflow that unites policy-driven and request-driven access. With the new capabilities, enterprises can provision governed data in minutes and ensure that the right users and AI agents always get the appropriate data.

“As generative AI expands the universe of data consumers, static approvals and legacy governance systems can’t keep pace,” said co-founder and Chief Executive Matthew Carroll. “Our new guardrail policies and policy exception workflows are the building blocks of a smarter framework — one that protects by default, empowers by design and scales with the business.”

The Guardrail Policies define nonnegotiable eligibility rules, such as jurisdiction, clearance level, or training status, so only qualified users can request access. Guardrails block unqualified requests at the source, reducing risk and wasted time while ensuring compliance.

Policy Exception Workflow allows end users to request governed exceptions through a structured workflow instead of ad hoc emails or tickets and Multi-Approver Workflows support complex approval chains with multiple stakeholders, such as data owners, governance teams and security, without slowing decisions.

The three new capabilities are available in the Immuta Marketplace, which itself today is now generally available. The marketplace provides one place to discover and provision data assets and users can see applicable policies, request changes and gain immediate approval.

With the releases, Immuta says it is aiming to help enterprises meet the surge in data demand driven by AI adoption by embedding automation, auditability and human oversight into every stage of the process. The expanded platform ensures that governed access keeps pace with innovation by delivering faster insights, stronger compliance and a more secure foundation for AI-driven decision-making.

Photo: Immuta