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.
Human-Centered Transformation
Five Actions That Make AI Safe Enough to Use Today
Small teams without HR staff need AI governance that fits in a Tuesday morning. These five actions take under an hour to set up and address the burnout and
3 min read · Published
The Execution Layer
How to Stop Killing AI Projects Before They Start
42% of companies abandoned most AI projects in 2025. The problem wasn't the technology. Here's the test design that forces a real decision.
3 min read · Published
Data as a Decision Infrastructure
Clean Your List Before You Blame the AI
44% of small businesses have inconsistent CRM data. Before you buy another AI email tool, spend two hours fixing three things first.
3 min read · Published
AI as Strategy
The AI Matrix Founders Skip at Their Own Cost
Most small business founders already use AI, just not where it pays. This 30-minute impact-vs-effort workshop changes which problems you point it at.
3 min read · Published
Human-Centered Transformation
Four Contract Questions Before You Sign Any AI Tool
Small business founders lose data control through standard AI contracts, not technical failure. Four questions reveal the risks before you commit.
3 min read · Published
AI as Strategy
Small Business AI Policy Checklist
Most small business data leaks from AI tools trace to one moment: a staff member pasting client records into a free chatbot with no rule telling them not to.
3 min read · Published
AI as Strategy
Five Questions Before Your Next AI Pilot
Most AI pilots fail before execution. OECD and GPAI research shows why — and five diagnostic questions that filter out the failures before they start.
4 min read · Published
The Execution Layer
Why Your AI Content ROI Number Is Probably Wrong
Small business founders using AI for content creation struggle to prove time savings because they start measuring after the tool is already in use.
3 min read · Published
Data as a Decision Infrastructure
Clean Your Customer Data Before AI Breaks It
Small businesses lose revenue to bad CRM data before they ever touch an AI tool. Here's a seven-step checklist using Google Sheets and OpenRefine.
3 min read · Published
Human-Centered Transformation
CRM–email Sync Without the Data Mess
Stop copying contacts by hand. Here's how to connect your CRM and email tool with Zapier or Make, map fields correctly, and block duplicate contacts before they
4 min read · Published
