For enterprises that have stretched chatbots to their limit and still lack reliable, governed automation, the unveiling of a full-stack platform for autonomous agents landed less like a demo and more like a blueprint for production systems built to survive real traffic, real policies, and real
Marcus, thanks for having me. I live at the intersection of cloud platforms and real-world engineering, which means I’ve seen the upside of AI—faster code, tighter feedback loops—alongside the rising tide of shadow AI. With half of workers already using unapproved AI and over 70% in the UK doing
Regulators did not wait for collaboration vendors to catch up, and UK enterprises with cross-border exposure increasingly demanded unambiguous proof that meeting recordings, chat logs, call metadata, and AI outputs stayed within national boundaries. That pressure culminated in a notable change:
The High-Velocity Threat to Modern Cloud Environments The rapid evolution of automated offensive tools has transformed simple cloud misconfigurations into catastrophic entry points that attackers now identify in mere milliseconds. As organizations increasingly migrate their core operations to the
The silent shift in network traffic has reached a point where the vast majority of interactions within enterprise environments occur without a single human finger touching a keyboard. For decades, the entire discipline of cybersecurity was anchored to the concept of the human user, focusing on
The days of managed service providers operating solely as reactive troubleshooting entities have vanished as the integration of advanced artificial intelligence redefines the foundational expectations of small and medium enterprises. In the current market, approximately nine out of ten client
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