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TL;DR - Immuta
- Automates data provisioning and access governance for humans and AI agents.
- Enforces dynamic, attribute-based policies across diverse data platforms.
- Reduces manual effort in data access management, auditing, and compliance.
Pricing: Paid only
Best for: Enterprises & pros
Pros & Cons
Pros
- Significantly reduces the number of policies required by authoring once and enforcing everywhere.
- Dramatically cuts down on data access request tickets and approval times.
- Automates continuous recertification and simplifies auditing efforts.
- Enables granular, dynamic access control down to the cell level without over-restricting data.
- Supports rapid data provisioning for both human users and AI agents at scale.
Cons
- Requires integration with existing data infrastructure, which may involve initial setup complexity.
- The full benefits are realized with comprehensive adoption across an organization's data landscape.
Key Features
Policy-based provisioning with ABAC, RBAC, and purpose-based policiesAutomated request approval workflows for instant data accessContinuous monitoring and automated recertificationConversational AI for natural data interaction and access managementNative integrations with major data platforms, catalogs, and identity storesData Marketplace for publishing, searching, and requesting data assetsAutomated data discovery, tagging, and classificationPolicy authoring and enforcement in natural language
Pricing
Paid
Immuta offers paid plans. Visit their website for current pricing details.
About Immuta
By Toolradar Team·
Immuta is a data provisioning platform designed to automate and streamline data access, governance, and compliance, particularly for the demands of AI and machine learning. It enables organizations to provision data instantly by enforcing global policies, managing access requests, and continuously monitoring data usage. The platform addresses the challenges of managing data access at scale, eliminating manual ticket queues, complex policies, and repetitive recertification cycles.
Immuta serves data product owners, stewards, consumers, governors, and IT professionals by providing a unified platform for data marketplaces and data access governance. It allows for the creation of dynamic, granular, and cross-platform access policies, ensuring sensitive data is protected while enabling rapid, governed access for users and AI agents. The platform integrates natively with a wide range of data platforms, identity stores, and business applications, including conversational AI capabilities for natural interaction and data access management.
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Immuta FAQ
How does Immuta's Metadata Registry enable dynamic global access policies?
The Metadata Registry dynamically synthesizes metadata about data, users, and business applications. This allows global policies to automatically adjust and act on the latest data as it changes, ensuring consistent enforcement and visibility for auditing without constant manual updates to the policies themselves.
Can Immuta enforce policies at a granular level, such as a single cell within a table?
Yes, Immuta allows for fine-tuning access controls down to the cell level. This prevents over-restrictive policies that might block users from entire tables when only a specific column or cell contains prohibited information, ensuring users get access to the data they need faster.
What is the role of conversational AI within the Immuta platform for data access management?
Immuta's conversational AI enables humans and AI agents to interact naturally with the data access system. This allows them to reason together and manage data access at a scale and complexity that traditional systems cannot handle, streamlining requests and policy understanding.
How does Immuta integrate with existing data catalogs and identity stores?
Immuta provides native connectors for various data catalogs like Alation, Atlan, and Collibra, as well as identity stores such as Active Directory, Okta, and Sailpoint. These integrations allow Immuta to leverage existing metadata and user attributes for policy enforcement and streamlined access management.
What specific benefits does Immuta offer for organizations implementing a data marketplace?
For data marketplaces, Immuta provides a centralized hub to publish curated data products, define logical domains for local control, and enable business users to manage metadata and access approvals. It also streamlines the approval and automatic provisioning of data access requests based on data use agreements, including conditional and time-bound access.
How does Immuta address the challenge of policy bloat and platform-specific efforts in data governance?
Immuta allows for policy authoring and enforcement in natural language, with the ability to test and build cross-platform data access policies. This unified approach resolves policy bloat by enabling policies to be authored once and enforced everywhere, significantly reducing platform-specific governance efforts.
Source: immuta.com