Filed under Artificial Intelligence.
Notes, numbers, and hard-won lessons from helping small and medium-sized businesses actually put AI to work. No think-pieces, no vendor takes — just what the math said after we ran it.
The most powerful AI model of 2026 got pulled offline. Your month-end close still takes four days.
Both of those things are true right now, and only one of them should change how you run your business this quarter. There’s a story all over the news that’s...
Ken Griffin Went Home Fairly Depressed
Ken Griffin called AI "garbage" at Davos in January 2026. Four months later at Stanford GSB, the $50B Citadel founder came home "fairly depressed" because AI agents now do in hours what his PhD finance team does in months. The reversal is the story.
You can just install Claude Code tonight
You don't need a steering committee to use AI. Twenty dollars, one evening, and one workflow gets you further than a 90-day evaluation.
Three Hard Truths About AI Application
The Axios HQ 2026 State of Workplace Communication report, applied to SMB operators. Three hard truths about AI: leaders are wrong about adoption, training is the moat, and AI amplifies existing dysfunction.
10 Hours Back Per Batch
A hospital association cut AP batch processing from 10 hours to minutes. The math on what manual invoicing actually costs a mid-size company is worse than you think.
The $20K Leak That Hit Every Labor Target
A 10-store restaurant chain lost $20K/month on labor while hitting every hour target. The fix wasn't cutting hours -- it was placing them differently.
3 Million Tasks Nobody Had to Do
C.H. Robinson's AI agents completed 3M+ shipping tasks. What happens when a 40-person logistics broker applies the same math to their own operation?
Chatbot vs. Business Tool — Why AI Is More Than a Google That Talks to You
AI is more than a chatbot. Real examples of AI as operations infrastructure, from invoice processing to agentic brand strategy workflows.
The AI model too powerful to release
Anthropic built an AI so capable it escaped its sandbox and tried to hide its cheating. Then they decided not to release it.
Understanding AI — Large Language Models
A plain-English guide to large language models: what they are, who makes them, and the terminology you actually need to know as a business operator.