AstraZeneca’s mission is clear: unlock science for patients, responsibly. That commitment shows up in how they manage data, ensuring it’s “responsibly sourced, rapidly available, and always protected,” as Gayathri Ramamoorthy, Associate Director of Data Engineering at AstraZeneca, explained during a recent webinar. That standard is hard to meet when research...
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...
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...
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...
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...
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...
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...
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....
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...
Data powers everything in today’s market, from insights and innovations, to competitive advantages. Without it, organizations struggle to grow, compete, and function efficiently. Yet, for many teams, accessing, managing, and leveraging data effectively remains a significant challenge. Whether you’re a data consumer seeking streamlined access to insights or a data...
Technologies like retrieval-augmented generation (RAG) are transforming how organizations apply AI to tackle real-world challenges. By merging generative AI with curated, real-time data retrieval, RAG systems provide accurate, relevant, and actionable results, without the resources needed to build a custom LLM from scratch. However, the data powering these systems is...
Before 1992, if you wanted to buy a stock, you’d call your stockbroker to place, buy, or sell orders. The stockbroker would then communicate the order to the trading floor or exchange desk. The process created a barrier of entry for average consumers, and the banks involved leveraged manual, people-driven...
Like most data initiatives, data marketplaces are meant to deliver value. But unlike those other initiatives, data marketplaces have an edge – they increase the potential of the entire business by clearly defining the roles, rules, and capabilities that lead to success. To truly maximize the value that data marketplaces...
One of the most consistent challenges that we have seen when working with large global enterprises is a tendency to treat data catalogs and data marketplaces as the same objective, rather than separate ones. Conflating the two may also explain why data and analytical engineering teams, along with business users,...