Traditional Public Key Infrastructure represents the established approach to certificate management that has evolved over three decades to support enterprise IT environments. Built on hierarchical certificate authorities (CAs) and manual or semi-automated processes, traditional PKI was designed for relatively static environments with manageable numbers of certificates and predictable lifecycle patterns.

When we first launched Egnyte’s AI features built on retrieval-augmented generation (RAG), customer response was overwhelmingly positive. Users could quickly find and synthesize information from vast document repositories with accuracy and context. But success breeds ambition. As customers grew comfortable with the system, they began exploring new use cases that revealed a limitation: while our RAG excelled with plain text, it struggled with tables, charts, and other structured formats.

‍ ‍The European Central Bank (ECB), tasked with maintaining financial stability in the region, is changing how it supervises institutional resilience. According to a July 2025 Reuters report, banks across the Eurozone are being asked explicitly to model how large-scale disruptions, including geopolitical conflict, potential dollar shortages, and cyber incidents, could impact their capital reserves.

Chroma is an open-source vector store–a database designed to allow LLM chatbots to search for relevant information when answering a user’s question–and one of many technologies that have seen adoption grow with the recent AI boom. Like many databases, Chroma can be configured by end users to lack authentication and authorization mechanisms.

Trapped in silos. Drowning in noise. Valuable insights are lost in a flood of disconnected systems. Critical information rarely reaches leadership in a form that begs action.

How many times have you experienced this scenario at work? A hot new AI tool emerges, promising game-changing productivity and innovative features. You can’t wait to try it out in your own workflow. But what is often your security team’s first instinct? Block it.