Technical

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October 21, 2025

How to Use Guardrail Policies for Proactive Data Governance

Organizations today face a dual challenge: accelerating access to data while ensuring that compliance and security never slip through the cracks. But many data teams are stuck in a reactive loop, responding to each and every access request to determine who should be approved versus who should be denied –...

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October 21, 2025

Simplifying Collaborative Data Access Approvals with Immuta’s Multi-Approver Workflow

Data is moving faster than ever – and insights have to keep up. But as governance needs to grow, so does the complexity of granting data access. Every request might require input from data owners, stewards, security, governance, or legal teams — and when those approvals are centralized through IT,...

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September 25, 2025

Why Data Classification Frameworks Don’t Belong in Data Catalogs

Turning data into information and knowledge is a key strategic imperative for both government and commercial organizations – but it comes with a catch. Whether they’re looking to improve customer or citizen services, become more efficient, or drive innovation, companies and agencies alike are faced with the challenge of balancing...

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September 17, 2025

How to Provision Access in Databricks Unity Catalog with Immuta

If you’ve ever struggled to balance fast data access, compliance, and governance, you’re not alone. Sixty-four percent of data teams face significant challenges provisioning real-time access to data consumers, and 62% say data governance processes are to blame. As more users – and AI agents – become empowered as data...

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July 29, 2025

How to Build a Data Classification Framework for Compliance in Pharma

In the pharmaceutical industry, safeguarding sensitive data isn’t just a technical necessity — it’s a regulatory imperative. From clinical trials to manufacturing and commercial operations, pharma organizations manage data that is subject to strict privacy, integrity, and quality requirements, including HIPAA and GxP standards. At the core of meeting these...

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July 25, 2025

Handling Access Exceptions at Scale: Automated Rules & Intelligent Exceptions

As professionals in the data space, we’ve seen countless organizations struggle with data access, particularly as they grow and scale. From endless ticketing systems to manual approvals that bottleneck innovation, the struggle to balance data utility with robust security has been a persistent challenge. And as AI adoption accelerates, things...

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July 10, 2025

How to Automate PostgreSQL Access Provisioning with Immuta

Gone are the days of relying on point tools to provision data – at least for companies that want to scale data access efficiently. Modern organizations need to cut the redundancies, silos, confusion, and chaos of disparate solutions. In other words, they need one platform to automate data provisioning. Immuta’s...

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June 2, 2025

How to Manage Exceptions to Fine-Grained Access Controls

We have all seen capabilities for publishing data products, surfacing them for data consumers to discover and request access, and making access decisions. But what about when that data product contains sensitive columns that some users should see but others should not? The state-of-the-art solution to date for this workflow...

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June 2, 2025

How to Accelerate Data Access Requests with Review Assist

Managing access requests to data can be an overwhelming job for data stewards – and the pressure is mounting. The number of data users will continue to explode as AI capabilities make it more accessible for all users – not just analysts or data scientists – to derive insights from...

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May 7, 2025

How to Publish and Provision Data Product Access in the Immuta Data Marketplace

Data product owners are under constant pressure to publish and manage data products that fuel growth, innovation, and collaboration – at scale and speed. But they’re often at odds with data governors, who have the daunting task of classifying the sensitive information within those data products, enforcing the appropriate policies...

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May 7, 2025

How to Accelerate Snowflake Data Access with the Immuta Data Marketplace

Have you ever felt the frustration of waiting for data access? The demand for data insights is skyrocketing – but often, so is the time it takes to access data. If you’re like more than a third of data professionals, you’re waiting a week or more to gain access after...

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April 24, 2025

Data Product Provisioning: The Manual vs. Automated Debate

Despite advances in cloud technology, 64% of data leaders report facing significant challenges provisioning timely and secure data access. Data governors and stewards are caught in the middle of this dilemma, tasked with ensuring that data products are readily accessible and valuable, while also being secure and compliant. Traditional methods...

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April 22, 2025

Beyond Workflows: Why Data Products Need a Data Marketplace 

Companies today are only as successful as their ability to put data to work. They invest heavily in pipelines and workflows to create valuable data products for analytics and AI. Yet, data product owners and data governors often realize something crucial is missing: a simple, secure way to find and...

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April 17, 2025

Transitioning from Data Schemas to Data Products with the Immuta Data Marketplace

The Immuta Data Marketplace solution marks a shift in how data is accessed and utilized internally: Moving away from exposing raw tables and schemas, and toward delivering polished data products. Why does this transition matter? Raw data alone doesn’t guarantee value – and raw data alone doesn’t equal success. Data...

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April 15, 2025

Identity Governance Administration for Data with the Immuta Data Marketplace

Identity governance and administration (IGA) solutions aim to manage access request processing and workflow orchestration, as well as identity access certification. Said more plainly: IGA holds the logic that is the glue between your users and their access to your business resources. IGA solutions have existed for quite some time....

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April 7, 2025

Streamlining Data Product Creation & Governance with Immuta’s Enhanced Data Marketplace Features 

With nearly half of data teams focusing on creating, publishing, and sharing data products in the next year, and 68% planning to implement a data marketplace, there’s no question that the shift toward leveraging internal marketplaces to maximize the value of data products is well underway. As with any data...

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April 3, 2025

How to Use Immuta Policies to Achieve ITAR Compliance

In today’s globalized business landscape, data is a critical asset. However, they must still contend with the friction between provisioning data in real-time, and maintaining security and compliance. For companies dealing with sensitive defense-related information, the stakes are particularly high due to the non-negotiable need to ensure compliance with regulations...

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April 28, 2023

How Does Data Classification Help Protect Data Privacy?

As data breaches and cyber attacks become more common, protecting data privacy is an increasingly important concern for companies that use data to compete. According to Cybercrime Magazine, the total cost of cybercrimes is an estimated $8 trillion, and is expected to climb more than 30% in the next two years....

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June 29, 2022

Data Masking vs. Tokenization: What’s the Difference?

As cloud technology has become more advanced, data teams are better able to mitigate the risk of unauthorized access. In fact, the array of choices regarding how to protect data at times makes it confusing to know which is right for your organization’s data. When you’re trying to strike a...

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