Updates from the Duality team

A first look at how PETs are reshaping patient prescreening If you’ve ever watched a clinical trial stall before enrollment really gets going, you know how painful it is. Every week lost is expensive. And a surprising amount of that delay comes down to one basic issue: patients don’t make it through prescreening. Not because…

We’ve all watched GenAI explode and with it, the same old problem: the best models crave the most sensitive data. For most of our customers, that data sits behind strict privacy, compliance, and sovereignty walls. They can’t move it. They can’t expose it. Which meant, until now, GenAI couldn’t reach it. That changes today. We’re…

Protecting data today and decades into the future Quantum computing promises revolutionary advances. But it also poses one of the greatest threats modern cryptography has ever faced. When quantum computers reach sufficient scale, they’ll be able to break widely used public-key algorithms,  exposing data that was once considered secure. For governments and intelligence organizations, that…

AI’s appetite for data is relentless. But the rules around that data are hardening fast. From the EU’s GDPR to India’s new DPDP Act, regulators across the globe are drawing bright red lines around how personal data is collected, shared, and used. For enterprises hoping to scale AI in sensitive or regulated sectors, these changes…

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%…

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…

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…

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…

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…