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
How to Draw Your First AI Workflow Diagram
A paper-first guide for SMB founders who keep planning and never start — based on cloud provider pilot frameworks and real deployment case studies.
3 min read · Published
AI as Strategy
AI Assistant vs Agent: When to Let Go of the Wheel
Founders moving past chatbots face one decision that shapes everything else: how much authority to give AI before you've watched it fail.
5 min read · Published
The Execution Layer
The Open-Tab Problem with AI Subscriptions
Most small business owners audit AI tools by checking how often they open them. That's the wrong test. Here's what to ask instead.
3 min read · Published
Human-Centered Transformation
One-Week AI Pilot for Small Business
Most small business founders know they should be using AI. The one-week pilot method shows you exactly why they aren't, and what to do instead.
3 min read · Published
The Execution Layer
How to Prove Your AI Pilot Paid Off
Founders struggling to justify AI spend can calculate real ROI using only timesheets and invoices. Here's the three-input formula that makes the case.
4 min read · Published
AI as Strategy
Four AI Guardrails Every Small Business Needs Now
Most small businesses run AI tools on informal rules or none at all. Here are four specific controls that close the failure points where real harms occur.
3 min read · Published
Human-Centered Transformation
Start with One Task, Not a System
Most founders stall on AI before they begin. Here's how to run a real experiment this week using email, a spreadsheet, or your CRM — no tech team needed.
3 min read · Published
Data as a Decision Infrastructure
Why Your AI Pilot Failed Before You Ran It
Small businesses are abandoning AI projects at an 80 percent rate. The cause isn't the algorithm. Here's what the data says about why, and what to fix first.
4 min read · Published
Data as a Decision Infrastructure
Three Questions Your Data Must Answer Before AI Helps You
A practical data health check for SMB founders — no tools required. Find out if fragmented data is silently breaking your AI and analytics outputs.
3 min read · Published
Human-Centered Transformation
Connect an AI Agent to HubSpot Without Writing Code
How founders use HubSpot Breeze and Make.com to automate lead scoring and follow-up emails — no engineering background needed.
3 min read · Published
