After years of evolving the messaging, I have finally settled on calling Kaamfu “the copilot for management”. This framing finally captures the product’s true role: expanding a manager’s awareness, reducing cognitive load, and carrying the supervisory weight that tools and dashboards cannot. A real copilot sees patterns, maintains continuity, interprets signals, and brings forward what […]
Category: About Marc
Describing the river, not the boat
Founders often over-explain their product, but what matters is whether they understand the river beneath it, meaning the deeper market current shaping the future. Kaamfu’s messaging has evolved hundreds of times because the current has been shifting toward unified work environments, real-time awareness, and AI-driven supervision. The next version of our pitch will reflect that […]
I hate checking other people’s output
Checking work drains more energy than doing the work itself. Producing output is straightforward, but verifying it forces a slow, vigilant mindset that breaks momentum and makes even small errors costly to uncover. My father’s advice, if you want something done right, do it yourself, makes more sense with experience. Oversight often takes more mental […]
A lifetime building the path to work autonomy
For more than 25 years, I have been building the path to organizational autonomy. Through my self-funded research, I developed the Ragsdale Framework for Autonomous Organizations and created the first Autonomous Operating Environment, Kaamfu. Built through my agency, Prospus, Kaamfu unifies tools, teams, and AI to help organizations operate with less effort and greater control. […]
Autonomy and the accessibility problem
The idea of the autonomous enterprise is everywhere, but most discussions stop at theory. They describe the vision without explaining how to begin. My work on the Framework for Autonomous Organizations fills that gap as a practical system that defines how businesses evolve toward self-management. Through Kaamfu, I’ve turned that framework into working software that […]
I ignored every piece of startup advice
I ignored every piece of startup advice. Instead of shipping fast, validating early, and raising capital, I spent years building a complete system from scratch, every feature, every connection, every line of code. I funded it myself through my own agency, refused to compromise, and built it the only way I knew how: carefully and […]
A life in software: my journey from overbuilding to Kaamfu
From my earliest experiments in programming at age ten, I was never satisfied with what I built. Each project felt like a fragment of something larger that I could not yet complete. As a financial auditor, I created early dashboards, then spent years documenting imagined systems in notebooks, convinced they were connected. Through Prospus I […]
Introducing the Race to Autonomy series
Most organizations today are legacy structures, dependent on human effort, scattered tools, and continuous human oversight. These models are already showing signs of fragility in a faster world. The next decade will bring the autonomous organization, designed to self-manage, accelerate insights and decisions, and increasingly act autonomously with minimal human supervision. Legacy models will not […]
Be a better guest, friend: a reflection on respect and hospitality in India
If these people welcomed you into their home, proudly sharing their rich culture, ancient recipes, and intricate customs refined over centuries, would you instead mock their struggles, publicize unflattering images, and discourage others from visiting? Recently, I came across a travel vlog of a British gentleman traveling through India, where he captured scenes of poverty, […]
My search for a framework
This blog traces a deeply personal journey of lifelong anxiety, existential questioning, and an unrelenting search for meaning. From early schooling through relationships and social life, Marc describes feeling disconnected, as though something fundamental remained unresolved. Writing, conversations, and solitude became outlets for his pursuit, culminating in a year of wandering, moments of homelessness, and […]