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
Five AI ROI Errors That Kill Founder Credibility
Founders don't inflate AI ROI through deception. They do it through predictable attribution errors — and fixing them builds more credibility than any optimistic
3 min read · Published
The Execution Layer
AI ROI Numbers That Don't Survive a Board Meeting
Most AI ROI calculations overstate returns by ignoring change management spend and post-deployment costs — here's the three-question model that fixes it.
4 min read · Published
Human-Centered Transformation
AI Pilots Don't Fail at the End
Most AI pilots fail before they start. MIT, RAND, Gartner, and IDC data show why narrow scope and named ownership separate the 5% from the rest.
4 min read · Published
AI as Strategy
One-Page AI Policy Template for Founders
A one-page AI use policy covering approved tools, data restrictions, and escalation paths is the only governance measure employees will actually follow — before
3 min read · Published
Data as a Decision Infrastructure
Your AI Won't Fix Data You Haven't Fixed First
Scattered spreadsheets and email threads don't just slow down AI projects — they cause them to fail. Here's how to migrate your most critical records into one
3 min read · Published
Human-Centered Transformation
The Operator Beats the Algorithm
SMB founders keep stalling on AI while waiting for data science talent they don't need. Here's what the research shows about who actually gets results.
5 min read · Published
AI as Strategy
AI Readiness Check for Small Businesses
Most small businesses are using AI tools but seeing no measurable results. This five-dimension diagnostic shows exactly where your readiness breaks down before
4 min read · Published
Data as a Decision Infrastructure
Your AI Tool Isn't Broken. Your Data Is.
Small business founders blame AI tools when results disappoint. The real problem is usually fragmented, unverified data — and a one-day audit reveals it.
3 min read · Published
The Execution Layer
Three Metrics That End Pilot Purgatory
Most AI pilots don't fail on model quality. They fail because no one agreed what success looked like before the experiment started. Here's how to fix that.
3 min read · Published
AI as Strategy
AI Literacy Is the Missing Step in Every AI Rollout
Most AI adoption stalls not because employees refuse new tools, but because organizations skip the one thing that makes tools usable: teaching workers to
3 min read · Published
