Some builders bet that AI will be able to assemble any context on demand, so there’s no reason to prepare. I don’t. Assembling a context and knowing its boundary are two different problems, and only the first gets solved by better models. An improviser hands you a confident answer but can’t tell you what it […]
Author: Marc Ragsdale
The nervous system of an autonomous organization
An automous organization is a body with parts that work together. The Mind is the intelligence layer where the organization thinks. The Nervous System is the next part: it carries intent down from leadership to the hands that execute, and carries results back up as sensation. This closes the loop, letting a leader continuously feel […]
Toward autonomy architecture: the mindspace-workspace model
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 […]
How to autonomize anything: the staged path from human control to autonomous execution
Autonomy fails when teams automate in the wrong order, handing control to systems no human can drive. The disciplined alternative stages the transition the way cars moved from steering wheel to steering assist to self-driving. First, build the application for humans, fully and properly. Second, open its data to an agent for reading and retrieval […]
Autonomy Engineering is the work of getting your data back
This week we hit the same wall twice with two different vendors, Neon and GiveSmart, both rationing our client’s own data back to us through narrow APIs while …This week we hit the same wall twice with two different vendors, Neon and GiveSmart, both rationing our client’s own data back to us through narrow APIs […]
The instruction layer: why every discipline needs its own foundation
Most companies treat strategy as something that lives in a deck and execution as something that lives in a tool. The result is an organization where intent and action are permanently disconnected. Foundation Statements are the structural fix: a versioned, sequenced, machine-legible instruction layer that turns strategic intent into something agents — human or artificial […]
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 […]
Data capture and the quiet architecture of autonomy
Most companies treat work as something people do and deliverables as the output. The result is an organization that forgets everything. Strategy decks, analyses, workflows, and decisions get produced inside disconnected tools and individual laptops, then quietly vanish. Data Capture is the structural fix: an architecture where the act of doing work and the act […]
Introducing the Autonomy Score, a 25-year arc finally given a number
For over two decades I have been working toward a single measurement: how much of an organization’s own operational data the organization actually controls. The instinct began with a 2011 product codenamed Nodelib, which the technology of the day could not support. The Autonomy Score is that idea, finally built. It rates every place a […]
The genres we don’t have names for
We have names for Romance, Sci-Fi, and Horror because naming genres helps audiences find what they want and avoid what they don’t. But two of the most common content categories in film, television, and marketing have no names yet. This post proposes two: Genderfi and Racialfi. Not as criticism, not as culture war, just as […]