Insights
Thoughtful essays and practical guidance for leaders navigating operational constraints, automated diagnostics, and complex decisions.
These pieces show the current direction of the site: the automated diagnostics tier, a healthcare policy pattern, and practical systems thinking in public.
When I read financial assistance policies, I keep finding the same three conflicts. They are not paperwork problems. They are structural problems that trap staff and patients in impossible choices.
I built a small self-serve diagnostics tier for the cases where a full consulting engagement is too much, too early, or too expensive.
For the past couple of weeks I have done real coding on a model running entirely on my own GPUs. Here is the hardware, the model, and what every parameter actually does.
Business websites with proper structured data get seen more often, understood more clearly, and trusted more readily. Yet nearly a quarter of all websites have none at all.
At Andrews-Cooper, the most important part of the Defibrio work was the protocol boundary. The host CLI, the firmware, the cellphone UI, and the product itself were organized around it.
When an AI participates in a problem-solving conversation, people drop defenses they have carried for decades. This is not about a better search engine. It is about changing the dynamics of the room.
Becoming my own registered agent and using Claude Code to manage the paperwork saved money, but the real win is owning my business records in a system I control and can search.
I built an AI agent that applies TOC Thinking Processes autonomously to improve business ideas. When I pointed it at itself, it resolved two real tensions via Evaporating Cloud across 10 iterations.
A public hospital loses tens of millions a year. Taxpayers cover the gap. But where does the taxpayers' money come from? Following that thread leads to a reframe that might change the conversation.
Twelve people walk into a working group carrying separate problems and walk out carrying a shared one. Episode 05 of the Cascade Valley audio drama series.
A board commissioner and an AI sit alone in an empty conference room and talk honestly about what just happened and why. Episode 06 of the Cascade Valley audio drama series.
How I used Claude Code to turn a confusing insurance denial into a clear, organized answer -- and why I'm building an AI-managed insurance filing system for everything.
Replacing a $150/month accounting platform with open-source tools and AI revealed something bigger: the build-vs-buy calculus has shifted, and most of us have not caught up.
Distorted cost accounting in public institutions does not just produce bad budget decisions. It produces learned helplessness in the people who manage those budgets. The system, not the people, is the cause.
King County faces a familiar cycle: deficits, targeted cuts, new taxes, repeat. A Theory of Constraints lens on their own public data suggests the measuring stick itself may be the problem.
A question for CFOs at Washington State critical access hospitals: could standard cost allocation be distorting your service line decisions at exactly the wrong time?
A fine art printing company in Kent, WA was drowning in rework and backlog. The constraint was obvious once we looked: the graphic artist was doing every job twice. A pre-flight checklist and a simple scheduling change fixed it.
A hospital CFO runs the same numbers two ways and gets answers that disagree by a factor of five. Episode 04 of the Cascade Valley audio drama series.
A Chief Nursing Officer processes what happened at the board meeting -- and discovers that the structural conflicts she has been managing for years have a name. Episode 02 of the Cascade Valley audio drama series.
A clinical ultrasound project was six months behind schedule. The constraint was not the engineering — it was the register map tool that every team depended on and nobody had questioned.
How applying the Theory of Constraints 5 Focusing Steps transformed a reactive, email-only support model into a white-glove customer success engine for a high-value ultrasound research systems manufacturer.
You built a practice around work you love. Now it is full, and somehow that is the problem. A guide for wellness practitioners who want their business to work better without losing what made it worth building.
You invested in a professional website. It gets traffic. It looks right. But the phone barely rings. The problem is not the website. It is what the website is saying.
A baker named Rachel thinks she has two bad options: raise prices and lose customers, or hold prices and lose her business. She has neither. This is how the Evaporating Cloud works.
Every business has one thing that limits how much it can get done. Find that one thing, fix it, and everything improves. Fix anything else, and nothing changes. A practical guide for small business owners.
Healthcare has adopted Lean almost exclusively for process improvement, but the Theory of Constraints answers the question Lean cannot: where should you focus? Using both together produces dramatically better results.
A dramatized community hospital board meeting — fictional health system, real governance dynamics — showing what changes when an AI has a seat at the table.
A working workflow for small business owners who know they should be posting online but never get around to it.
Why good people in well-run hospitals still end up in the wrong conversation, and what a structural fix might look like.
How connecting your Google Business Profile to your website structured data helps both AI search engines and traditional search understand who you actually are.
How standardizing a communication protocol on a smartphone-powered defibrillator project unblocked an entire engineering team and saved two months of development time.
A small business owner's account of running a complete SEO audit with an AI coding agent in one session, fixing every issue the same afternoon, and what it means for the $80 billion SEO industry.
Why 'FTE Headcount' is a vanity metric that hides the real constraint: Nursing Minutes at the Bedside.
You cannot 'sprint' a circuit board design. A systems architect's view on why software methodologies break when applied to physics, and how Critical Chain solves the real constraint.
When Regulatory departments prioritize 'documentation stability' over 'engineering reality,' patient safety suffers. A systems view on the conflict between Compliance and Quality.
The word "waste" smuggles in a verdict before the analysis begins. Theory of Constraints offers a sharper test: waste relative to what?
The math is clear: 12 genuine advocates beat 500 LinkedIn connections. A Kirkland business owner explains why three-way email intros actually convert.
Why 'Scope Creep' is usually a symptom of a deeper strategic failure—in software, in hardware, and in healthcare.
A proactive approach to discharge readiness that treats discharge delays as an input quality problem, not a process problem.
Analysis of 134 structural conflicts across 10 Washington State nursing CBAs reveals why higher wages aren't fixing nurse burnout.
Most dashboards measure local efficiency at the expense of global throughput. Here is how to define the minimum dataset that actually drives system performance.
Why smart, well-run organizations reliably get stuck on solvable problems, and what tribal dynamics and cognitive limits have to do with it.
A small business owner's account of automating tax preparation with AI coding agents, and what it suggests about the near future of knowledge work.
When you can build a custom import tool in fifteen minutes, the calculus on which subscriptions to keep changes dramatically.
Matt Shumer is right that AI is about to change everything. But the real transformation isn't about job loss -- it's about discovering that most of the limits you've been working within were never real.
How AI can dissolve complex multi-stakeholder conflicts by surfacing hidden assumptions, not by replacing human judgment.
A framework for turning complex inputs into choices stakeholders can act on.
Why small, measurable releases outperform big-bang delivery.
A concept for addressing the complex discharge problem at its source—by capturing discharge-relevant information during routine primary care, before any hospitalization occurs.
A reflection on Lean's definition of value, arguing that no work is neutral—activities either create value, enable it through necessary conditions, or subtract it as waste.
Six chronic healthcare frustrations — long wait times, expensive insurance, claim denials, hiring difficulties, tax levies, and burnout — traced to a single root cause using Theory of Constraints analysis.
Healthcare protects staff from radiation but expects unlimited psychological trauma absorption. This four-part series maps the structural conflict behind provider burnout using Theory of Constraints and proposes systemic solutions beyond resilience training.
Why moving fast is an undervalued strategic advantage for community hospitals.
Trying to plan a complex discharge at the moment of exit violates the basic physics of flow. Here is why the process must move upstream.
Give me any healthcare policy document and I will show you embedded structural conflicts. A real hospital financial assistance policy analyzed using Theory of Constraints to reveal three critical dilemmas and paths to resolution.
Why blame cultures destroy healthcare organizations and how to build accountability instead.
Discover how voice agents transform healthcare's most painful conversations by removing emotional friction from insurance claims, patient billing, and administrative battles that burn out staff and traumatize patients.
Why an outsider's perspective is a healthcare system architect's greatest asset — how decades in embedded systems engineering, Theory of Constraints, and AI provide a different lens on hospital operational challenges.
