Every organization is in a race to self-management, whether its leaders know it or not. This piece lays out how to win that race. It introduces the Digital Body, a way of seeing your organization as a structure that must perceive and act as one. It walks through the five stages every organization moves through […]
Category: Future of Work
How I built a Zeigarnik machine
The Zeigarnik Effect describes how unfinished tasks occupy your memory until they are completed or reliably placed somewhere your brain trusts. I built a feature in Kaamfu that does the placing. A single number in the corner of my screen counts every new event in any work I am part of, and a click drops […]
The future belongs to the organized
Every AI deployment I have seen fail traces back to the same root cause: organizational debt. The data was scattered, the context was missing, and the machine had nothing coherent to reason over. The companies preparing to win the next decade are not shopping for models. They are consolidating their operations, structuring their data, and […]
Start here: how to make sense of what is happening in AI
AI is not one race, but dozens of races happening simultaneously across three domains: Infrastructure, Intelligence, and Interface. Each race has its own competitors, its own investors placing bets, and its own commentators narrating from the sidelines. The reason most people feel overwhelmed is not that AI is too complex to understand. It is that […]
The eight-minute re-entry tax
Leaders lose significant time every day to the dread of re-entering complex tasks after switching focus. I call it task re-entry load, and it is one of the most underestimated frictions in knowledge work. At Kaamfu.ai, we are solving it through Kai, our built-in AI assistant, who surfaces a crisp summary of where you left […]
One mission: the Race to Autonomy
Five months ago I introduced The Race to Autonomy as a blog series and told leaders the first step was believing the race was happening. I didn’t follow through on the series, but the work never stopped. I continued building my framework, defining the new software category, developing the platform, and transitioning our services for […]
The software company of the future is an Evolution Partner
The software companies that win the AI era will be the ones that become Evolution Partners, meeting their buyers on the maturity curve and guiding their evolution toward autonomy. This conviction grew out of years watching my service agency Prospus deliver excellent work to clients who were never structurally ready to receive it. The Ragsdale […]
The dynamo and the empire: why I traded the American dream for the autonomous organization
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 […]
What people really want from AI
Most professionals do not want to become AI operators. They do not want to configure prompts or stitch together fragmented tools just to extract value. They want AI to behave like competent staff, delivering the right information at the right moment without requiring constant supervision. Adoption will surge when AI stops waiting to be configured […]
Agents everywhere vs the super secretary interface
I listened to The Artificial Intelligence Show, where the host proposed monetizing AI by selling single purpose agents at the cost of a full time employee, positioned as doing the work of ten. It is commercially elegant but philosophically familiar, narrowing broad, low cost intelligence into boxed roles because that is easier to price. We […]