Security | Threat Detection | Cyberattacks | DevSecOps | Compliance

Modern managed service providers (MSPs) are increasingly adopting RMM AI tools — remote monitoring and management software enhanced with artificial intelligence — to keep pace with growing IT demands. Traditional RMM platforms allow MSPs to remotely monitor client endpoints, deploy patches, run scripts and troubleshoot issues from a central console. Now, AI-powered RMM software is taking this a step further.

Your database stores a credit card number: 4532 1234 5678 9010. You encrypt it for security. Now it looks like this: %Xk92@!mQz#Lp&7. Problem. Your payment system can’t process that. It expects a 16-digit number. Your billing software breaks. Your downstream analytics fail. Your whole pipeline comes to a halt. This is the exact problem that format-preserving encryption was built to solve.

An AI guardrail failure doesn’t come with a warning. One minute, a response goes out. Next minute, it’s a screenshot in the wrong hands, and the question isn’t how it happened. It’s why nobody had defined what the model was allowed to do in the first place. Most teams never asked what the model was actually permitted to do. Deployment happens fast. AI data privacy and leakage prevention aren’t configuration tasks.

AI has moved from experimentation to a strategic enterprise imperative. It’s no longer about whether organizations will adopt AI, but whether their security architecture can govern it at the speed and scale at which it is being embedded into the business. This is not a future concern. It is today’s operational mandate to: Securing AI is not limited to software applications and agents.

Today, Mend.io is launching Contextual Project Classification, an AI-native feature that automatically analyzes your codebase to identify which applications handle sensitive data like payments, healthcare records, and PII, enabling true risk-based security prioritization.

Anyone who knows me knows I’m passionate about mindfulness. Because I genuinely believe it makes us better humans. But also, because I have one of those brains that desperately needs it. I’m easily distracted and I start new ideas before finishing old ones. My attention can scatter in a hundred directions. I wrote before how I clicked on a phishing test because I was multitasking and running on autopilot. And that moment really changed the direction of my career and my research.