Security | Threat Detection | Cyberattacks | DevSecOps | Compliance

In this article Data has become one of the most valuable assets for organizations. The increased flow of personal information across borders has compelled regulatory bodies and industry standards to introduce robust data privacy frameworks. Three prominent instruments that have emerged on the global stage are the European Union’s General Data Protection Regulation (GDPR), the California Consumer Privacy Act (CCPA), and the International Organization for Standardization’s ISO 27701 standard.

Security teams struggle to detect and respond to attacks across expanding environments. Cloud systems, digital initiatives, and IoT devices have created complexities where standard security fails. Meanwhile, attackers remain hidden while security staff drown in alerts without adequate visibility.

The threat landscape now includes fileless attacks, zero-day exploits, and sophisticated lateral movements that evade signature based defenses. Basic antivirus or simple endpoint agents leave gaps that adversaries exploit. When today’s attackers bypass static defenses or hide in legitimate processes, security teams struggle with delayed alerts, false positives, and lengthy investigations. That fumbling window can lead to data loss, system encryption, or persistent footholds.

In cybersecurity, speed matters. But so does clarity. When your organization is facing hundreds or thousands of known vulnerabilities, not every one deserves immediate attention. The real challenge is knowing which ones do and acting fast. That’s where the integration of threat correlation and extended detection and response (XDR) comes in. Vulnerability remediation isn’t just about patching; it’s about remediation with context.

I’ve spent my career building solutions to protect the API fabric that powers modern businesses. I founded Salt because I saw that traditional security tools such as WAFs, gateways, and CDNs weren’t designed to see or secure APIs. That gap led to breaches, blind spots, and billions in risk. Today, we’re facing a new wave of risk that’s even bigger than the last. The rise of Agentic AI has brought us to a true inflection point. Agentic AI isn’t just another software layer.