AI Found Apple Flaws, Now This Startup Just Raised $2.3M

Jan de Vries · 2026-09-10

What if the next big cybersecurity breakthrough came from a tiny startup in Milan? That's exactly what happened with Bynario, a company that used cutting-edge AI to uncover serious vulnerabilities in Apple's operating systems. Now, they've just closed a $2.3 million pre-Seed round led by 360 Capital Partners, with PranaVentures joining in. But this isn't just another funding story—it's a glimpse into how AI is changing the game for both attackers and defenders. ### The AI That Found Apple's Weak Spots Back in August, Bynario's researchers turned frontier AI models loose on Apple's macOS Screen Sharing technology. What they found were serious flaws that could have been exploited by attackers. They responsibly disclosed the issues to Apple, which quickly rolled out fixes. This wasn't just a lucky break—it was a proof of concept for how AI can accelerate vulnerability discovery. According to Verizon's 2026 Data Breach Investigations Report, software vulnerabilities are now the most common way into enterprise systems, accounting for 31% of incidents. That's a huge number, and it's only growing as developers ship more code than ever. ### Beyond the Hype: What Bynario Actually Does Bynario isn't just about finding bugs. They've built an autonomous application security platform that helps organizations identify, validate, prioritize, and fix vulnerabilities across code, cloud infrastructure, and the software supply chain. Instead of drowning security teams in alerts, their platform confirms which vulnerabilities are actually exploitable in a specific environment. That means teams can focus on what matters most. > "Attackers are fundamentally incentive-driven. As AI continues to reduce the cost of vulnerability research and exploitation, more exploitable vulnerabilities become attractive targets. The challenge for defenders is only becoming more acute," said Alfredo Pesoli, CEO and co-founder of Bynario. That quote sums up the problem perfectly. Attackers are getting more efficient, and defenders are struggling to keep up. Bynario's approach is to fight fire with fire—using AI to automate the entire vulnerability management lifecycle. ### Why Investors Are Betting Big The round was led by 360 Capital Partners, with participation from PranaVentures. Cesare Maifredi, Partner at 360 Capital, said, "Bynario's approach of autonomous vulnerability discovery, validation, prioritisation, and remediation is what is needed in modern cybersecurity. We are proud to stand alongside them as they build this game-changing AI-based platform from the ground up." That's high praise, but it's backed by real results. Bynario is already working with customers across software, cloud, and enterprise environments, helping them cut remediation times and gain clearer visibility into their risk. ### What's Next for Bynario? The fresh capital will go toward accelerating the development of their AI-powered platform, growing the engineering team, and scaling to meet enterprise demand. But Bynario has bigger ambitions. They want to build a continuous exposure management layer that keeps pace with how fast software and threats evolve. With the cybersecurity skills shortage leaving many organizations unable to keep up, Bynario is betting that autonomous, AI-driven defense is the way forward. ### The Bigger Picture This story is about more than just one startup. It's a sign of things to come. As AI tools become more accessible, the cost of finding and exploiting vulnerabilities will drop. That's great for researchers, but it's also a headache for defenders. Bynario's approach—using AI to automate defense—could be the answer. And with $2.3 million in fresh funding, they're well on their way to proving it. So keep an eye on Bynario. They might just be the ones who make cybersecurity a fair fight again.