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
Why Your AI Rollout Keeps Failing the Same People
Employee resistance to workplace AI isn't one problem. It's three. Treating them the same way explains why most rollouts stall before they start.
3 min read · Published
Data as a Decision Infrastructure
Before AI Works, Your Records Have To
Most micro-businesses fail at AI before they install anything. Here's what the research says you need to fix first — and why the order matters.
3 min read · Published
AI as Strategy
When a Pilot Works and Still Dies
Most AI pilots don't fail because the model was wrong. They fail after the model succeeds. Here's what separates the 5% that reach production from the 95% that
5 min read · Published
The Execution Layer
AI Token Pricing Is a Governance Problem, Not a Billing One
Token shock hits founders who mistake a per-token rate for a budget. Here's the five-step audit that fixes the structural failure before the next invoice.
3 min read · Published
The Execution Layer
AI ROI Models That Founders Can Actually Defend
Small business founders who track only cost savings from AI miss the productivity premium OECD, World Bank, and McKinsey data show AI-adopting SMBs already
5 min read · Published
Human-Centered Transformation
Build Your Onboarding System in 72 Hours
Use AI to generate standardized onboarding documents, emails, and intake workflows in 72 hours — based on real marketing and admin pilots from the 2026 Revenued
4 min read · Published
Human-Centered Transformation
No-Code Chatbot Pilot in Five Days
How service SMB founders with no technical staff can test AI-powered FAQ automation using ManyChat or Gorgias, starting with 20 real customer conversations.
5 min read · Published
The Execution Layer
More AI Tools Won't Fix What More AI Tools Broke
Small businesses running three or more disconnected AI tools often get worse results than those running fewer integrated ones. Here's what the research shows
3 min read · Published
The Execution Layer
Measuring AI ROI When You Can't Prove It's Working
Small business owners paid for AI tools but can't show results. Here's how to track net time saved, error rates, and task volume to calculate real ROI.
4 min read · Published
Data as a Decision Infrastructure
AI Governance Checklist for Founders
Four steps to document your AI tools, assign data owners, and update privacy notices before a regulator does it for you. Compliant in under four hours.
3 min read · Published
