Enterprise technology · Judgment · Applied AI
The intelligence that runs your business has never been properly captured.
Every organization documents its processes. Almost none of them document the judgment that makes those processes work: the deviations, the exceptions, the quality bar, the thing an expert knows in four seconds but cannot readily explain. That knowledge lives in people. It walks out the door when they do.
My work is getting it out of their heads and into something the organization actually owns.
The first pass and the second
Ask anyone to document how they work and they will hand you the left column. Everything that makes them good at it is in the right one, and nobody has ever asked them for it.
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01
Pull the weekly numbers from the system of record.
Unless it is quarter-end. Then you wait for the true-up, because the raw pull will be wrong and confidently so.
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02
Review the variance report for anomalies.
Three of those variances are always noise. One of them never is. Knowing which is which is the entire job.
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03
Escalate anything outside tolerance.
Escalate to the wrong person and you have spent capital for nothing. The rule bends here, and the rule does not say how.
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04
Circulate the report to stakeholders.
Never before the CFO has seen it. This is written nowhere and everyone who has been here two years knows it.
The documented process
The judgment nobody wrote down
The work
For the individual
Own the way you work.
The professional who can articulate how they actually work, the decisions, the exceptions, and the standard they hold, owns a capability no employer, platform, or tool change can take away. Most people never build it, because nobody asks and it is genuinely hard to do alone.
I teach a repeatable method for decomposing your own work, extracting the judgment inside it, and building the thing that runs it.
BYOStack is that method as a product: decomposition and judgment extraction, built directly in Claude on your own workflows, so the AI works the way you do. The skill you build belongs wherever the work belongs. The capability stays with you: articulating the judgment in the domain where you are the expert, and a method that turns that articulation into the highest leverage you have. That capability is portable, and it is yours.
For the organization
Do it at scale, before it walks out.
Enterprise AI programs start at the wrong altitude. Platform first, adoption never. Meanwhile the knowledge that would make any of it work is sitting undocumented in the heads of the twenty people everyone quietly routes around the official process to ask.
I advise on extracting that judgment deliberately, at the level where it actually lives, and on building the discipline that keeps it.
The engagements I want begin with one operator who ran BYOStack on their own workflow and wants the method across a team. The method does not change at scale; the discipline around it does.
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About
Three decades in enterprise technology. I have watched capable organizations lose thirty years of judgment to a retirement and call it a clean transition because the runbook was accurate.
It was not a clean transition. The process was documented. The intelligence was not. I have thought about that for most of my career, and the work I do comes directly out of it.
I am a Certified Certainty Advisor, trained in Dan Nicholson's Certainty Operating System, and a co-author of the Solvable Problem™ book alongside Dan and a group of adviser peers from industries unrelated to mine and to each other, which was the point of the book: the methodology is universal and evergreen. That training is where I learned to insist on defining the problem before anyone is permitted to solve it, which turns out to be most of the work.
I am also an NVIDIA AI Advisor, and that is not a separate interest: extracted judgment ends up living inside AI systems, and knowing exactly what those systems can and cannot carry is the difference between a system that works the way your best people do and one that only looks like it does.
- Now
- Strategic Advisor on judgment extraction, enterprise AI, and technology decisions
- Credentials
- Certified Certainty Advisor
- NVIDIA AI Advisor
- Writing
- The Solvable Problem™, co-author
- Principle
- Wisdom over knowledge!