The systems behind well‑run companies.
An operator perspective on workflows, systems, data, and technology. What breaks as teams grow, what to install before it does, and how better operations create room to scale.
Cost Discipline for AI: How to Think About ROI
Being careful about AI spend is not the same as being scared of it. The two kinds of AI cost, build-time and run-time, and four questions to walk before you ship anything with a model inside it.
Read · 6 minBuild, Buy, or Rent: The Software Math Just Changed
The old reflex was rent, never build, because software needed engineers. AI coding changed the math: when to build, buy, or rent, plus the stack we run on.
Read · 9 minHow to Safely Get Started with AI Coding
Building your own software is finally realistic for non-coders. A safe, step-by-step guide to build your first app and replace the spreadsheet you outgrew.
Read · 13 minMost Companies Aren't Ready for AI
Most companies don't need AI, at least not yet. They need systems and processes to stand on, and writing down step-by-step guides won't solve the chaos.
Read · 6 minWalmart, Inflation, and Import Costs: An Econometric Look at Retail Risk
Customer demand drives sales, but macroeconomic forces often determine how difficult those sales are to achieve.
Read · 4 minThe Need to Know: AI Vibe Coding
AI coding agents are making software faster and cheaper to build, but they do not replace the judgment needed to design, secure, and operate business systems.
Read · 2 minWhy Growing Businesses Start to Feel Inefficient
Growth doesn't make a business inefficient. It exposes the operating gaps that were easier to hide at lower volume.
Read · 3 minWelcome to Insights
What you'll find here, who it's for, and the operator-grade frame we're writing under.
Read · 1 minTell us what's broken.
15-minute call. No pitch. We figure out together whether we can actually help.