Look at the work first.
The AI part is easy.
Aim AI at a mess and you don't get efficiency.
You get a faster, more expensive mess.
Plain-talk dispatches and the field guides. Every other Wednesday.
No spam. No pitch.
or, when you're ready to look — book the AI Program Diagnostic ↓
The part nobody looks at
The most expensive work in your company is the work no one looks at anymore.
The order re-keyed into four systems. The approval buried in someone's inbox. The report rebuilt by hand every Monday because the tool never quite worked. The average knowledge worker spends roughly 60% of the week on work about work — and none of it shows up on a P&L.
You can't see it, because it's yours. Familiarity made it invisible.
AI scales whatever it finds. Point it at a mess, and it doesn't fix the mess — it runs it faster.
The math
What is the unlooked-at work costing you?
Annual cost of unlooked-at work
$1,950,000
≈ 13 senior hires you didn't have to make.
Most companies find the true number is higher once you count errors, rework, and the customers who never came back.
See what looking first would find →How we see it
Understand first. Automate last.
The best builders in the world don't start with automation — they end with it. They question the work, delete what shouldn't exist, and simplify what's left. The tool comes last, once they actually understand the thing. Most companies do it backwards: automate first, understand never.
Most AI strategy is wishful thinking — the hope that a tool will fix what nobody's looked at. The companies winning with AI didn't start with AI. They started by understanding how their own work actually happens.
Everyone else is automating a guess.
Go deeper
Three places to see it in practice.
The Brief
Six Florida Insurers Went Bankrupt. Paresh Patel Understood How the Work Actually Happened — Then Let AI Multiply It.
Paresh Patel · HCI Group, Inc.
Read the latest issue →The Failure Museum
What it looks like when nobody looks first.
Named companies. Real numbers. Postmortems of AI that got bolted onto work no one understood — and failed faster for it.
Walk the museum →The AI Glossary
Every term that matters, in plain English.
What each term means technically — and what it means for how you actually run your business.
Open the glossary →When you're ready to look
A clear-eyed read on where AI actually belongs in your business — and where it doesn't.
The deep-research practice behind this point of view — geniant, going back to projekt202 in 2003 — has spent 20+ years watching how businesses really work before changing anything. Understanding a business isn't something you buy or prompt your way to. It comes from people who've struggled with how the work actually gets done. The AI is new. The discipline isn't.
Book the AI Program Diagnostic →We'll show you where AI pays — and we'll tell you where it doesn't belong.
Not ready to talk? Get the Brief.
One company that looked — or didn't — and what it cost or earned.
Every other Wednesday.
No spam. No pitch.