Financial data aggregation is the process of gathering financial information from multiple sources and compiling it into a single, unified view. This can include data from bank accounts, credit cards, investment accounts, loans, and other financial products. The goal is to create a holistic picture of an individual’s or organization’s financial situation. Financial data aggregation…

The pharmaceutical industry is under constant pressure to innovate—developing effective treatments that improve patient outcomes while navigating the challenges of cost, time, and regulatory scrutiny.  Traditionally, drug development follows a linear process heavily reliant on tightly controlled clinical trials, which often fail to capture the nuances of real-world patient experiences. This is exactly why the…

We’ve all heard “data is oil/gold”, but data operations are the true backbone of any data-driven organization. Today’s enterprises depend on the ability to gather, process, interpret, analyze, and store data in order to obtain actionable insights and stay competitive. However, the challenges of doing so efficiently and effectively while safeguarding sensitive data continue to…

At first glance, the latest and continuing development of data and AI regulations and frameworks seems to be at odds with both innovators and established enterprises. It’s easy to feel this way when reviewing the growing number of general and cross-border data protection regulations strengthening and emerging around the globe – they’re undeniably restrictive. But…

Leading Experts in Intelligence, Cybersecurity, and Digital Policy Join Forces to Support Duality’s Mission At Duality Technologies, our mission is to enable secure collaboration on sensitive data. As a pioneer in privacy-preserving technologies for secure data collaboration, Duality provides a groundbreaking platform for secure collaboration in AI, data science, and analytics. In today’s data-driven world,…

By leveraging real-world evidence (RWE), healthcare providers can deliver value-based care that is both patient-centric and cost-effective. What is value-based care? Value-based care is a healthcare approach that prioritizes better patient outcomes and lower costs. Unlike traditional fee-for-service models that reward the volume of services, value-based care ties compensation to the quality of care provided….

To train a piece of artificial intelligence (AI) is nothing short of an art. It’s a process that involves precise calibrations, scientific understanding, and endless iterations. Generative models are a category of AI that can generate new data from the same statistical distributions as the training data. Such models are often used to produce synthetic…

Data is powerful—when it’s connected. Yet, for many organizations, valuable insights remain locked away in isolated systems, out of reach, and underutilized. This is where data interoperability comes in. Data interoperability is the ability to exchange, interpret, and use information across platforms without hitting roadblocks. With data interoperability, different sources of data can ‘talk to…

The National Institute of Standards and Technology (NIST) recently released updated guidance on “Safe, Secure, and Trustworthy AI,” and we’re excited to share how Duality’s Confidential AI solution aligns with these requirements. One key criterion NIST emphasizes for trustworthy AI is that it must be “Privacy Enhanced.” This implies that AI ecosystems need to incorporate…