Security | Threat Detection | Cyberattacks | DevSecOps | Compliance

Your API rollout is on track. Code’s tested, endpoints documented. John from security asks for the third revision of your vulnerability assessment, and your release date slips another two weeks. Sounds familiar? You are not alone. According to a recent report by Salt Security, 99% companies reported at least one API security incident in 2024-25. And here’s the kicker: 95% API attacks come from authenticated sessions, proving that tokens alone don’t cut it anymore.

The Model Context Protocol (MCP) is a standardized framework that enables large language models (LLMs) to interact with external tools, APIs, and data sources. While MCP offers powerful integration capabilities across software development, data analysis, automation, and security operations, it also introduces serious security risks. This post provides a technical overview of how MCP works, its architecture, and real-world use cases.

AI is moving through enterprises faster than security teams can track. Over the past year, AI privacy incidents have risen 56%, and most of those stem from tools security never knew were in use. 84% of SaaS tools are purchased outside IT, and 62% of CISOs say fewer than a quarter of AI tools in use have been approved through procurement. That means sensitive, regulated, or confidential data is often flowing to AI services invisibly, sometimes across borders, without governance or guardrails.

Once the frontier of innovation, the cloud has become the battleground of operational discipline. As cloud complexity rises, the most common and costly security threats aren't advanced nation-state attacks. They're internal errors. According to the CSA's Top Threats to Cloud Computing Deep Dive 2025, more than half of reported cloud breaches stemmed from preventable issues like misconfigurations, IAM failures, and operational oversights. These are self-inflicted and are happening with alarming frequency.

For as much catastrophe over AI’s potential for autonomous attacks, for right now the reality is more nuanced.

In this article Organizations that treat HIPAA compliance as a living, breathing part of their operations, not just an annual checkbox, are the ones best positioned to protect patient data, mitigate risk, and build enduring trust with patients and partners.