Updates from the Duality team

For decades, nations have invested in their own infrastructure to drive economic growth, manage data, and explore opportunities across areas like transportation, communications, healthcare, and commerce. Artificial intelligence is now reshaping industries and societies, creating significant value and driving technological progress on a global scale. To take advantage of these changes while maintaining control, countries…

Allied nations are entering a new phase of digital sovereignty, one defined not only by how data is protected, but by how it can be used without compromising national interests. As geopolitical tensions rise and AI becomes central to defense strategy, the question is no longer whether nations should modernize their data infrastructure. It’s how…

In the security-conscious sectors of defense, intelligence, and critical infrastructure, air-gapped systems remain a cornerstone of data protection. Their design, physically separated from external networks, offers a strong assurance of confidentiality.

Federated learning has grown into a vibrant ecosystem with frameworks that excel at different stages of the journey from experimentation and prototyping to large-scale deployment across real organizations. As this ecosystem matures, interoperability has become mission-critical. Teams want the freedom to innovate with the tools they love while ensuring they can deploy confidently in governed,…

The UK has a rare window of opportunity. Every major economy is racing to define what safe, sovereign, high-value AI looks like. And while the conversation often gravitates to model training, compute, or foundation models, the real bottleneck is something far more fundamental: our ability to use sensitive data and deploy AI systems with confidence…

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…