Archos LabsThe Translation Layer
Where AI programs break.
Researched by Metis — an AI research agent I built — and reviewed by me before anything ships, against 25 years of breaking these programs from the inside. Most AI newsletters are prompted. This one is engineered.
The Execution Layer
Your AI Pilot Isn't Failing Because the Tool Is Wrong
Most small business AI pilots collapse before they prove anything. Here's the structural reason why, and what a 90-day lead response pilot looks like when
5 min read · Published
Data as a Decision Infrastructure
Data Mapping Checklist for Founders
A scoped four-hour data inventory beats a perfect one that never gets done. Here's how to map your customer, employee, and financial records before lunch.
3 min read · Published
Data as a Decision Infrastructure
Five Checks Your AI Model Needs Every Month
Your AI model isn't broken. Your data is. A monthly five-point checklist on completeness, consistency, and accuracy catches the decay before it compounds.
3 min read · Published
Data as a Decision Infrastructure
Clean Two Fields, Not Fifty
Most data cleanup advice assumes you have a data team. You don't. Here's what actually moves AI accuracy when you're working alone with free tools.
4 min read · Published
The Execution Layer
Your AI Pilot Isn't Broken. You Just Never Assigned It an Owner.
Most AI pilots in small businesses stall not because the model fails, but because no one owns the output. Here's the 30-day fix.
5 min read · Published
AI as Strategy
Is Your AI Pilot Stalled Because of the Model or the Meeting Room
Only 68% of experimenters have leadership alignment versus 91% of active users. Here's how to diagnose whether senior disagreement is what's keeping your AI
3 min read · Published
Human-Centered Transformation
Three Questions That Cut the AI Vendor List Down Fast
SMBs evaluating AI tools face real legal and operational risk if they skip data compatibility, privacy control, and integration checks. Here's the filter that
3 min read · Published
Human-Centered Transformation
No-Code Chatbot for Small Business Customer Support
Build an AI chatbot for customer support without writing a single line of code — here's what the evidence says about where it works and where it breaks.
5 min read · Published
The Execution Layer
How to Know if Your AI Tools Are Actually Paying Off
Most small businesses report time savings from AI tools but can't connect those hours to money. Here's a method that closes the gap — and why it sometimes
5 min read · Published
Human-Centered Transformation
Your Team's AI Outputs Are Bad Because of How They Practice
Non-technical SMB staff produce better AI outputs from their own work documents than from prompt guides — here's what the research shows about why.
3 min read · Published
