Key Takeaways Data provisioning is the frontline of AI and analytics governance. It ensures that only the right data reaches models, dashboards, and business users — safely, efficiently, and compliantly. Operationalizing AI and analytics begins upstream. Governing the data pipeline via intelligent provisioning is key to embedding trust and compliance...
For years, IT ticketing systems helped organizations keep a handle on data provisioning. Submit a request. Wait for review. Get access. But that process no longer works when hundreds of users (and now, autonomous AI agents) need data in real time. A recent survey revealed that manual access provisioning is...
AI agents are making a meaningful impact on how we use data, executing multi-step workflows, synthesizing insights — and exposing massive data policy gaps. While these digital assistants hold immense potential, they also introduce new layers of complexity. The friction comes from the fact that data governance frameworks have always...
Loading the Elevenlabs Text to Speech AudioNative Player… If you’re struggling to unlock the full value of your organization’s data, the problem might not be your analytics or AI strategy — it could be your provisioning process. Data provisioning, the process of making data available to the right users at...
You’re investing in data products to drive faster insights, better decisions, and greater innovation. But if publishing, finding, or managing those products is a bottleneck (or worse, a black box), your strategy won’t scale. It’s a common problem — a survey of 700+ data professionals revealed that 64% of organizations...
The International Traffic in Arms Regulations (ITAR) is a regulatory framework that dictates how defense-related articles and services are exported and imported. As international relations evolve in response to new threats, alliances, and opportunities, ITAR will continue to play a significant role in ensuring that national security is handled responsibly....
We live in an age where data sources, users, and demands are greater than ever — and continuing to grow. Most Immuta customers have at least 1,000 data sources and 30,000-50,000 active users, but only a handful of data governors to respond to data access requests.
The data landscape is complex and always evolving – the sheer volume, variety, and velocity of data that organizations grapple with can be overwhelming. In response, data products have emerged as a structured, organized approach to harnessing data’s potential and driving business value. However, the path to successful data product...
Data use agreements (DUAs) are vital to ensuring individuals’ data is used compliantly and transparently. Just as data use agreements help protect data subjects’ personal privacy, avoiding misuse of personal data can protect organizations in every sector, from healthcare and financial services to the government, from liability, fines, breaches of...
Zero trust is the future of data security. As the popularity of remote work, bring your own device (BYOD), and cloud-based systems and applications grow, traditional perimeter security measures are no longer adequate. Zero trust helps organizations protect their digital assets in a perimeterless environment. In this guide, we’ll explain...
Much of today’s data use is focused on how much data we can collect, store, analyze, and derive insights from to help drive our objectives and gain value. But what happens once this plethora of data is amassed? How can users access the data they need when it is stored...
Over the past two decades, data has become an incredibly valuable asset. For most companies, it’s the key to better understanding and engaging with customers, making informed business decisions, and improving products and services. But at a time when so much data is being created — as much as 3.5 quintillion...
Data is one of the most important assets an organization holds, yet it can also be one of the most delicate. While sensitive data use is now all but ubiquitous, data leaks and breaches are becoming more common and costly. Regulators and governments are taking note, and implementing standards in...
At a time when vast amounts of highly sensitive data are being collected and used, and as data breaches become increasingly common and costly, being able to manage who has access to your organization’s data is more important than ever. However, the volume of data, number of users, speed of...
As organizations leverage growing amounts of data for business-driving insights, they are met with the fast-paced evolution of data compliance laws and regulations. According to a survey of 700+ data professionals, 70% of organizations are subject to 10 or more regulations. This only underscores the necessity to understand the types of data...
We’re living in the age of unprecedented data growth. We’ll soon be producing a staggering 181 zettabytes of data globally each year. But raw data itself doesn’t equal success. That’s where data products come in, transforming these massive volumes of information into actionable insights and tangible business value. Focus on...
Behavioral analytics has long been a staple of marketing strategies. But as data use — and sensitive data use in particular — becomes more ubiquitous, its role in data security strategies is becoming more prominent. Data users’ behavior can reveal a lot about their intentions. But it can be challenging...
In a world where AI, personalization, and fast-moving tech rule, granular data insights are the competitive advantage. But to actually tap into them – confidently and compliantly – your access controls need to be equally granular. In this guide, we will explore how row-level security works and the benefits it...
Generative AI has quickly emerged as a groundbreaking technology – and one that’s being adopted faster than the policies dictating how it’s used. In a survey of 700+ data professionals, 54% reported that their organization already leverages at least four AI systems or applications – but 80% say AI is making...
Much like the data they were meant to protect, the earliest forms of data access control were relatively rudimentary. Models like mandatory access control (MAC) and discretionary access control (DAC) were effective for the information and practices of the 1960s and 1970s, targeted more at securing the data rather than sharing it....
It’s nearly impossible to participate in today’s society without having to share your personal information. We routinely offer up our data when we visit the doctor, shop online, do our taxes, and in hundreds of other instances. Most times, this happens without a second thought – but as privacy violations...
Modern hybrid and multi-cloud environments are complex, making them inherently vulnerable. Managed detection and response (MDR) solutions allow teams to proactively identify and quickly mitigate threats. They combine the best technology with human expertise to optimize threat hunting, monitoring, and response. With MDR, even resource-limited companies can effectively protect their...
One of the most significant threats to an organization’s data security can appear innocuous: employees, contractors, and partners who have authorized access. Security incidents that originate with insiders are becoming exponentially more common, making insider risk management a priority for today’s companies. A strategic mix of technology, policies, and procedures...
Data is only as valuable as an organization’s ability to put it to use. And that value is substantially greater when data is shared. For today’s data teams, that means efficient and secure data collaboration is a must for driving business goals and objectives. What is Secure Data Collaboration? How...
For 13 years and counting, the healthcare industry has topped the list for the most frequent and expensive data breaches. According to IBM’s 2023 Cost of a Data Breach Report, the cost of healthcare data breaches has risen more than 53% since 2020, reaching an average of $10.93M per incident. In spite of...
When we think of the term “authorization,” physical restrictions often come to mind. From office buildings to airports, “Authorized Personnel Only” signs tell us where we should and shouldn’t be. Authorization in data ecosystems, while equally important, is rarely as straightforward – and that’s creating an easy-to-target security gap. Verizon’s 2023...
The rapid adoption of cloud-based technologies, data democratization initiatives, and the demise of the traditional network perimeter are crucial to doing business in the modern world. But these advances have created new security vulnerabilities. To mitigate the security risks inherent in highly distributed, multi-cloud environments, organizations require a robust data security stance....
Security breaches and cyberattacks have become all too common in recent years. In the first half of 2022, an estimated 236.1 million ransomware attacks were reported worldwide. Meanwhile, between 2020 and 2021 the average number of attacks per company increased from 206 to 270. Perhaps most alarming of all is that the cost...
The modern data stack is continually evolving, and confusion can arise when new frameworks experience a sudden spike in popularity — or when complementary solutions with overlapping functionalities enter the market. Recently, data observability has emerged as a new way of thinking about data quality and as a new technology...
The data mesh framework places data ownership in the hands of those who know it best — the domain-level experts. It allows those closest to the data to create and share data products independent of the data team, accelerating insights and innovation. But the approach also creates a unique set...
Data loss can trigger a cascade of adverse consequences for businesses, resulting in financial and reputational damage. Today’s organizations use data loss prevention (DLP) policies to govern access to their data and safeguard its confidentiality and integrity. In this guide, we’ll explore the primary causes of data loss, recommend best...
Thanks to the ubiquity of cloud storage and computing, coupled with the explosion in AI and ML applications, the data landscape is shifting before our eyes. Technologies that worked seamlessly just a decade ago – some even more recently – can no longer keep up with the speed and scale...
Data governance may seem fairly straightforward, and for some companies, is even considered a nice-to-have. But Forrester research found that less than 10% of organizations have advanced data insights – and the reason is insufficient data governance. If data governance is such a well-known concept, why is it so difficult to put...
Data discovery may seem like a no-brainer, but the massive growth of data use and assets have made it a much more complicated practice than just a decade ago. Manual processes can no longer efficiently keep up with data discovery and management, and the downstream effects could spell trouble for...
As with data resources and platforms, data regulations must constantly evolve to suit the most current data use cases for today’s organizations. Following the wide-reaching application of laws like the General Data Protection Regulation (GDPR) in 2018, the number of data compliance regulations have snowballed. In fact, 157 countries enacted some form of data privacy law...
When a data breach occurs, time is an invaluable asset. The longer an intruder goes undetected, the more damage they can do. But the faster an organization discovers an incident, the sooner the threat can be neutralized. A cloud security information and event management (SIEM) solution serves as an early...
The cloud is now ubiquitous for organizations that compete with data. But, as with any other commodity, it comes with risk. Do the time and cost savings, flexibility, and capacity that the cloud offers outweigh the threat of becoming the next headline-generating data breach or fine? The answer is yes,...
If you’re like most organizations, your data is scattered across the vast expanse of the cloud, accessible from anywhere at any time. Theoretically, this is ideal – having data at your fingertips allows you to work collaboratively, remotely, and efficiently. But along with that freedom comes a slew of risks...
Just under half of all data breaches – 45% to be exact – take place in the cloud. And the average cost per incident? $4.9 million. Although hybrid and multi-cloud environments are resilient and highly adaptable, they also expand the attack surface and make monitoring activity across the system more...
With 95% of businesses leveraging data for decision-making, there’s no question that data isn’t just a nice-to-have tool – it’s a must-have to compete in today’s market. But managing data access is far from straightforward. As data volumes, users, regulations, and threats proliferate, 33% of data professionals say that a lack of visibility into data sharing and usage...
The physician and psychoanalyst John Lilly once said, “our only security is our ability to change.” While this adage is true in every facet of life, it is especially pertinent in business. Failure to change allows competitors to find faster, better, smarter, and newer ways of doing things – all...
No matter the type, amount, or desired application of your organization’s data, all data users have one common requirement: accessibility. Without access, any repository of data would sit useless in your on-premises or cloud storage platforms. By providing secure, efficient access to this information, organizations can ensure that their resources...
Traditional data architectures have often been structured like medieval towns – with resources, workers, and supplies kept in centralized locations that are easy to control and defend. This is not without reason, as storing, managing, and accessing data from a single repository can enable your organization with consistent controls over...