For thirty years, I’ve obsessively architected the autonomous organization. Drawing on the history of electrification, I realized long-term value doesn’t lie in the “dynamo” of raw AI, but in the Interface Layer. My research formalized this into a four-layer framework. Today, with Kaamfu, I’ve launched the first Autonomous Operating Environment (AOE) to turn intelligence into […]
Category: Horizontalization
Why vibe-coded custom apps do not threaten SaaS
AI-assisted “vibe coding” has sparked fears that anyone can now replace SaaS by building custom apps on demand. This view misunderstands what SaaS actually provides. While vibe coding excels at rapid, local problem solving, SaaS exists to absorb risk, preserve structure, and sustain systems over time. The real value of SaaS lies in operational guarantees, […]
Horizontalization and the coming effort-to-value race
The future of software will be won by platforms that remove human effort, not by tools tailored to narrow verticals. As AI levels the playing field on intelligence and features, defensibility shifts to Effort-to-Value, meaning how little a user must do to extract meaningful output. Horizontal systems that integrate workflows and eliminate friction will dominate, […]
Verticalization is dying, horizontalization owns the future
The future of software is shifting from vertical specialization to horizontal environments. Vertical SaaS once offered defensibility through niche depth, but it cannot survive in a world dominated by Autonomous Operating Environments. AOEs unify communication, tasks, data, and AI into a single surface that absorbs tools instead of integrating with them. By 2026, generalist AOEs […]
The transitional UI
I argue that we are approaching a fundamental shift in how knowledge work is performed. The clickable, screen-centric UI that defines modern software is entering its decline, replaced gradually by AI-driven systems that anticipate needs and manage work invisibly. This transition will not be abrupt. Familiar interfaces will persist, but quietly augmented by embedded AI […]