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
Two Hours Is Enough
Most AI pilots die not because the technology failed but because the project grew until no one could finish it. Here's what the failure rate data actually
3 min read · Published
Data as a Decision Infrastructure
Why Your AI Lead Agent Misfires Before You Send a Single Message
AI lead response fails when CRM data is missing or inconsistent. Here's how to diagnose untagged lead sources, fix the records, and prevent recurrence.
5 min read · Published
AI as Strategy
AI Vendor Security Score: What Founders Miss
Most founders check if an AI vendor has SOC 2. That's the wrong question. Here's a 10-point diagnostic built from NIST AI RMF controls and GDPR obligations.
3 min read · Published
The Execution Layer
Your AI Pilot Needs a Meeting, Not a Monitor
Most AI pilots don't fail loudly. They drift quietly for weeks while dashboards stay green — until the sunk cost is too large to ignore.
3 min read · Published
Human-Centered Transformation
Your AI Tools Work. Your Workflows Don't.
Small business teams already using AI tools stall not because the tools fail, but because no one has written down what the tools are supposed to improve.
3 min read · Published
The Execution Layer
Your AI Pilot Numbers Are Probably Wrong
Most founders who run AI pilots measure the wrong thing. Here's why experience level determines whether your results mean anything at all.
3 min read · Published
Human-Centered Transformation
Your Team's AI Training Problem Isn't YouTube
Most teams learn AI from scattered videos, leaving real gaps in prompt habits, output review, and error reporting. Here's a 2-hour session plan that fixes that.
3 min read · Published
AI as Strategy
AI Action Checklist for Founders Who Ship Before They Review
A checklist for mapping which AI actions—customer emails, invoice updates, contract commits—need human sign-off before they run.
3 min read · Published
Data as a Decision Infrastructure
One Field Rule That Stops AI from Lying to You
Most CRM AI failures trace to missing fields, not bad models. Here's how one completeness rule on lead source stops silent failure before it reaches your
3 min read · Published
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
