Duality Technologies’ perspective on Gartner’s Top Strategic Technology Trends for 2026 A New Baseline for Data Trust In its newly released report, Gartner Top Strategic Technology Trends for 2026, Gartner places Confidential Computing among the three core “Architect” technologies shaping enterprise infrastructure over the next five years. According to Gartner: “By 2029, more than 75%...| Duality Technologies
With Duality, researchers, providers, and payers to query, analyze, and train machine learning (ML) models on the very best available patient data, without being encumbered by multiple expert determinations or resorting to methods which degrade data quality, like traditional de-identification.| Duality Technologies
From aiding law enforcement investigations, to enabling better public health outcomes, and everything in between, government users can deploy Duality to quickly and easily create secure data collaboration networks with their partners so they can unlock the value of their data and make mission-critical decisions faster.| Duality Technologies
The Duality Platform enables financial institutions to expedite processes, improve operational efficiency, and mitigate risk by securely collaborating on sensitive data across financial institutions, partner ecosystems, and across borders – without violating privacy laws.| Duality Technologies
Collaborate securely on sensitive assets without sacrificing privacy. Leverage any data type and any model to achieve the insights you need.| Duality Technologies
From simple analytics to advanced AI model training, run computations on data that was previously inaccessible—all while maintaining security and control.| Duality Technologies
Gain new insight from data you could not access previously. Discover how multiple organizations can collaborate on sensitive data while ensuring data protection.| Duality Technologies
Multiple organizations can collaborate on decentralized data. Run secure queries on single or multiple datasets without exposing data or the query itself.| Duality Technologies
Learn how we enable secure collaborative AI development and use with sensitive protected data while supporting zero trust initiatives.| Duality Technologies
Utilizing Duality's Secure Collaborative AI solution, Dana Farber was able to unlock and streamline collaborations necessary for oncology research. The solution combines confidential computing (aka trusted execution environments or secure enclaves) with federated learning to support collaboration among disparate entities with sensitive data and models.| Duality Technologies
AI innovation is no longer just a technical challenge, it’s a legal and reputational balancing act. Independent Software Vendors (ISVs) building analytics, HR, fraud, or healthcare models know this all too well. They need access to real customer data to improve model accuracy and personalization. But touching that data? That’s where things get complicated. Data... The post How ISVs Can Build Powerful AI Without Owning Sensitive Customer Data appeared first on Duality Technologies.| Duality Technologies
Confidential computing refers to technologies that protect data while it is being processed, focusing on encryption in use, which complements traditional protections for data at rest and in transit. At the heart of this approach are Trusted Execution Environments (TEEs). These are isolated hardware-based environments within a CPU that securely process data, away from the... The post Confidential Computing & TEEs: What Enterprises Must Know in 2025 appeared first on Duality Technologies.| Duality Technologies
You’re a data engineer or ML scientist. You architect models that need to generalize across unique customer environments including fraud detection, healthcare diagnostics and HR forecasting. But too often you’re held back, not by architecture, not by compute, but by the data itself. Your training sets? Synthetic or sampled proxies that fail to capture true... The post Your Best AI Models Deserve Real Customer Data – Without the Liability Risk appeared first on Duality Technologies.| Duality Technologies
Big news out of the UK: Google Cloud just landed a major sovereign cloud deal with the Ministry of Defence. This isn’t just a win for cloud infrastructure, it’s a signal that secure, privacy-preserving AI is now a top priority at the highest levels of government. And as a Google Cloud partner, we’re thrilled to... The post Cloud Just Got Classified, And We’re Here for It appeared first on Duality Technologies.| Duality Technologies
Large Language Models (LLMs) are powerful when applied to public data, but their true transformative value comes from unlocking the knowledge hidden inside organizations’ own sensitive datasets. Government agencies, healthcare institutions, legal firms, and enterprises generate massive volumes of information every day, yet much of it remains siloed, underutilized, or inaccessible due to security and... The post LLMs Behind the Firewall and How Secure RAG Unlocks Your Hidden Data appeared fi...| Duality Technologies
The world is currently experiencing a major shift toward more autonomous systems, known as agentic AI. These systems are capable of making independent decisions, acting on behalf of users, and even learning from their experiences. Gartner predicts that by 2028, 33% of enterprise software applications will include agentic AI, a sharp increase from less than... The post Why Agentic AI Demands a New Approach to Data Governance appeared first on Duality Technologies.| Duality Technologies
AI is moving beyond single-organization deployments. Some of the most pressing use cases today include financial crime prevention, cross-border health research, and drug discovery that depend on data that no single party controls. For example, each bank on its own may not have enough data to train an effective fraud detection model, but by pooling... The post Enhancing Privacy and Security in Federated Learning and Analytics appeared first on Duality Technologies.| Duality Technologies
Analysts and researchers are constantly seeking ways to unlock deeper insights from their datasets. But what if you could do this while simultaneously upholding the highest standards of data privacy and security? At Duality, we’re excited to introduce our new solution: Duality Assistant Agent, an innovative framework designed to transform how you conduct a secured...| Duality Technologies
Duality Technologies secure data collaboration tools use privacy enhancing technologies and homomorphic encryption to protect privacy. Learn about how it works.| Duality Technologies
Protect patient data with encrypted healthcare solutions. Discover how encrypted healthcare ensures privacy, compliance, and secure collaboration in the industry.| Duality Technologies
Navigate cross-border data transfer challenges and discover compliance strategies and privacy enhancing technologies for global data privacy and security.| Duality Technologies
Explore the principles of an effective AI governance framework and their roles in shaping responsible AI development, adoption, and implementation.| Duality Technologies
Explore Duality's blogs for insights on secure data collaboration from sensitive queries, to statistical analsyses, and AI and ML development.| Duality Technologies
Proud to announce Sir Jeremy Fleming, former Director of the UK’s Government Communications Headquarters (GCHQ), has formally joined the company’s Public Sector Advisory Board.| Duality Technologies
Duality Technologies Secure MPC protects data privacy and security for collaboration among multiple data owners and analyzing parties.| Duality Technologies
Explore privacy enhancing technologies like homomorphic encryption, differential privacy, and multiparty computation for secure data computation without exposure.| Duality Technologies
Read how, by connecting data from many hospitals & health organizations, Duality enables research that truly serves patients & providers.| Duality Technologies
Learn how federated learning helps meet global data sovereignty laws like GDPR and HIPAA by enabling secure, privacy-preserving data collaboration.| Duality Technologies
Generative AI (Gen AI) has dominated AI discussions, but a new concept is emerging: Agentic AI. The evolution of Gen-AI takes us to a new paradigm shift for software development and user interaction, agentic AI combines large language models (LLMs), retrieval-augmented generation (RAG), and structured decision-making to enable autonomous, goal-driven AI systems that interact, adapt,...| Duality Technologies
Privacy-enhancing technologies enable secure collaboration in public health, supporting advancements in oncology research, rare disease studies, and more.| Duality Technologies
Discover how real-world data and evidence are speeding up drug development, helping pharma innovate faster, reduce costs, and improve patient outcomes.| Duality Technologies
