July 19, 2026

Microsoft has started using AI tools internally to find security vulnerabilities in Windows 11 faster than human researchers ever could. The result is more bugs discovered, which means more fixes shipped. Patch Tuesday updates are going to get bigger, and they're going to keep getting bigger over time.
For a 50-person company in New Jersey running Windows 11 on a mix of laptops and desktops, that's not a small thing. Larger patches take longer to download, longer to install, and create more opportunities for something to go wrong during deployment.
I'll give Microsoft credit here. Finding vulnerabilities before attackers do is exactly what you want. The AI-assisted approach means the security team can comb through millions of lines of code at a scale that wasn't practical before. More patches means more holes plugged.
But here's the part that gets glossed over in the announcements. A patch that fixes 80 vulnerabilities instead of 40 is also a patch that carries more risk of breaking something in your environment. We've seen it happen. A cumulative update ships, a line-of-business app stops working, and suddenly half the office can't process orders on a Tuesday morning.
The volume increasing doesn't change the math on skipping patches, though. Unpatched Windows 11 machines are still the number one way ransomware gets a foothold in small business networks. You patch, you accept some risk. You don't patch, you accept a much bigger risk.
If your current patch strategy is "Windows Update runs automatically and we hope for the best," that approach is going to hurt more as patch sizes grow. A few things worth thinking about.
First, bandwidth. A large update rolling out to 30 machines simultaneously can choke a shared internet connection during business hours. Microsoft's Windows Update for Business lets you schedule updates to run overnight or stagger them across device groups. That alone prevents a lot of headaches.
Second, testing. Bigger patches mean more surface area for compatibility issues. Ideally you want at least one or two machines updated a week before everyone else, so you catch problems before they hit the whole office. If you're managing devices through Microsoft Intune or Endpoint Manager, you can set up deployment rings to do exactly that without a lot of manual work.
Third, rollback. Know how you'd recover if a patch breaks something critical. Windows 11 has built-in rollback for feature updates, but cumulative security updates are trickier. Having a documented process, even a simple one, matters.
Worth mentioning that this AI-accelerated vulnerability hunting isn't limited to Windows itself. Microsoft has been applying the same approach across its product suite. If your team uses Microsoft 365, and most of our clients in the NJ/NYC area do, the same dynamic applies. More fixes, more frequent updates, more things to track.
Microsoft 365 updates are generally less disruptive because they happen in the background, but security configuration changes tied to those updates can affect things like conditional access policies or Teams behavior. It's the kind of thing that's easy to miss if nobody's watching.
Pull up your current patch reports. If you don't have patch reports, that's the first problem to solve. You should know within a few minutes how many machines in your environment are fully patched, how many are behind, and by how much.
If you're more than 30 days behind on security updates on any machine that touches your network or your data, make getting current the priority this week. Not next month.
Set up deployment rings if you haven't. Even a simple two-group setup, 10% of machines first, everyone else a week later, gives you a safety net without slowing things down much.
Patch management sounds boring until it's 9am on a Wednesday and half your staff can't work. As Microsoft ships more fixes more often, having a real process in place matters more than it used to. Exine helps NJ businesses build and run exactly that kind of process.