Despite massive capital allocations, enterprise AI adoption has hit an architectural ceiling. The AI Value Paradox persists: a widening chasm between pilot-stage promise and production P&L returns, driven by volatile token expenses, regulatory hallucination risks, and zero executive oversight over multi-agent workflows.

In this landmark thirteenth episode of The AI Value Paradox, Kategos (formerly Arryn.Ai) opens the technical specifications of its flagship whitepaper, Architecting Categorical Intelligence. We explore how the Kategos Sovereign Virtual Operating System (VOS) replaces legacy SaaS integration paradigms with a strategy-led, private-cloud Super Agency architecture.

• The AI Value Paradox & SaaS Collapse: Why generic LLM ...