Immuta Launches AI-Driven Data Governance Solution
Revolutionizing Data Access and Control
Data governance software provider Immuta has launched a new AI product designed to transform how data access and governance is done. The company has also launched the first product under the new Immuta AI brand, Immuta Copilot, which uses generative AI to write data access policies based on usage trends and metadata.
The GenAI Revolution
The GenAI revolution is exposing holes in the systems that companies use to manage and govern their data. As data demands increase, manual processes that require humans to write data access policies can’t keep up, and neither can the rules-based ticketing systems that ostensibly help companies enforce those data access policies.
Immuta AI – A Foundational Layer
Immuta wants to reimagine the whole data governance process with Immuta AI. The company says the new offering, which it unveiled at the Gartner Data and Analytics conference, will function as a "foundational layer" within the Immuta Platform, using a range of metadata to gain "a complete view of how data is accessed, used, and secured."
Immuta Copilot – A Policy Writing Assistant
The first product in the Immuta AI catalog is Immuta Copilot, a policy writing assistant that allows users to describe the data access they want to enforce in plain language. "Copilot will create a draft Immuta subscription policy, which, if activated, will push out access to data, from that description for you to review," says Immuta CTO Steve Touw.
How Immuta Copilot Works
Immuta Copilot uses a range of different technologies, including a large language model (LLM) and vector search capabilities to understand natural language input and generate the data access policy. The product was trained on Immuta’s attribute-based access control (ABAC) policies and generates policies that adhere to Immuta’s ABAC policy provisioning structure. Immuta Copilot also consumes metadata, including internal metadata, external metadata, identity metadata, and behavioral-based metadata.
Future of Data Governance
The future of AI isn’t just about better models – it’s about better data governance. "As enterprises scale AI adoption, now is the time to rethink how data is accessed, shared, and controlled," says Immuta Co-founder and CEO Matthew Caroll. "Traditional, ticket-based systems are already struggling to keep up, creating choke points that slow innovation and increase compliance risk. Soon, AI agents will act on behalf of human users, drastically multiplying access requests – far beyond what manual processes can handle."
Conclusion
Immuta’s new AI-driven data governance solution, Immuta Copilot, is set to revolutionize the way data access and control is done. With its ability to generate data access policies based on usage trends and metadata, Immuta Copilot is poised to transform the way companies manage and govern their data.
FAQs
Q: What is Immuta AI?
A: Immuta AI is a new product line from Immuta that uses generative AI to write data access policies based on usage trends and metadata.
Q: What is Immuta Copilot?
A: Immuta Copilot is a policy writing assistant that allows users to describe the data access they want to enforce in plain language.
Q: How does Immuta Copilot work?
A: Immuta Copilot uses a range of different technologies, including a large language model (LLM) and vector search capabilities to understand natural language input and generate the data access policy.
Q: What are the future plans for Immuta AI?
A: Immuta plans to release additional products, including access recertification, policy recommendation, and semantic discovery, in the coming months.
