The Human-First Model is my framework for designing work where value flows with the least possible friction. At its core is a science I call Obstacles-to-Value (OTV) and it is the total count and cost of every step, decision, or delay between intent and outcome. By classifying and measuring these obstacles, we can compare processes […]
Author: Marc Ragsdale
Introducing the Ragsdale Framework for Autonomous Organizations (RFAO)
The Ragsdale Framework for Autonomous Organizations (RFAO) is my final rebranded work philosophy, now published at RagsdaleFramework.org. It reduces organizational complexity to first principles, offering a phased roadmap: Alignment, Acceleration, and Autonomization. Unlike rigid models, RFAO embraces uneven progress across departments while providing leaders with clarity on where to advance next. While I own the […]
Learning to decide faster: why I ended our direct sales effort in India
Kaamfu’s India GTM was built on the strength of our own offshore development center—cost-efficient, fast, and fully in-house. But great delivery isn’t the same as a strong sales market. Over three growth teams, we proved demand, hardened operations, and built marketing muscle. Yet the economics in India didn’t work: price-sensitive buyers, slow adoption, and misaligned […]
Thanking a mentor: Creel Price and the seeds of decision acceleration
Creel Price, my earliest business mentor, believed in me when few did. A decade ago, my agency built his Decisionship® platform, focused on helping entrepreneurs make faster, better decisions. Coincidentally, that is the very problem that Kaamfu now solves. Only today do I realize how his philosophy foreshadowed Kaamfu’s mission toward organizational autonomy. I’ve spent […]
The coming neo-Luddite revolt — and why Kaamfu will be ahead of it
The next workplace revolt won’t be against low pay; it’ll be against AI oversight. With Kaamfu, hiding at work will be impossible, but so will “stealth mode” monitoring. Our platform gives employers endless ways to fine-tune oversight while guaranteeing workers absolute transparency: what’s collected, how it’s used, and who sees it. We believe in clear […]
Measuring manager engagement: the coming clarity
Kaamfu is making engagement measurable with data from the Activity Queue, where all events await action, and Workstation Connect, our desktop app that records real activity. By combining message volume, responsiveness, click timing, and participation analysis, trained agents can detect disengagement, moonlighting, abuse, fraud, mismanagement, IP theft, and more. Leaders gain wellbeing snapshots before meetings, […]
No one wants to work — my lifelong mission to change that
Since childhood, I’ve seen how work drains people, pulling them from loved ones to produce things that often don’t matter. My parents were hardworking, but obligation, not passion, defined their days. I’m building Kaamfu and the AutonomicFramework to remove every unnecessary burden between people and the value they create, shifting “soul-crushing” work to machines. This […]
Counting the burden: from Washington’s paperwork estimates to my mother’s zero-burden future
I’ve long been fascinated by the OMB’s annual “time burden” estimates—billions of hours Americans spend on required work. To me, they’re a national-scale Obstacles-to-Value (OTV) score. My mother imagines a future where people are free to do whatever they want; the engineer in me wants to build it. First, we must measure every burden—what I […]
SSOT or nothing moves: why I stop everything until there’s one truth
In my organization, nothing moves until there’s a Single Source of Truth (SSOT). Fragmented lists create fragmented realities, wasting time and derailing execution. I enforce SSOT by immediately stopping discussions when I detect competing versions, declaring the SSOT location, assigning a guardian to maintain it, and refusing to engage with side lists until they’re merged. […]
The mistake I made building a product I love
In my focus on building a visionary product, I overlooked the most critical piece—the onramp for new users. While refining advanced features, we neglected the first-time experience, leading to lost opportunities. Now, we’re making it right: fixing onboarding before chasing the future. Lesson learned—empathy starts at the entrance. As the CEO and CPO of Kaamfu, […]