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
When 46% of Working Pilots Still Get Killed
AI pilots don't fail because the tools break. They fail because no one agreed on what success looked like before launch. Here's the checklist that fixes that.
3 min read · Published
Human-Centered Transformation
Why Your AI Tool Went Quiet After Week Six
Most AI deployments don't fail loudly. They just stop getting used. Here's what the data says about why, and what a redesigned invoice workflow looks like
5 min read · Published
AI as Strategy
Your AI Policy Fits on One Page
Most small businesses use AI daily without written rules. Here's a time-bound checklist covering data handling, approved tools, and oversight for lean teams.
3 min read · Published
Data as a Decision Infrastructure
Your AI Project Is Failing Before It Starts
Most small businesses blame their AI tools when results disappoint. The problem is usually older and simpler: the data feeding those tools was never trustworthy
5 min read · Published
AI as Strategy
When AI Adoption Stalls, the Tool Is Not the Problem
Workers in AI-adopting organizations report higher job elimination fears than those in organizations that haven't touched AI yet. That's the starting point for
5 min read · Published
The Execution Layer
What the $35K AI Benchmark Gets Wrong for Small Businesses
The AI Readiness Index puts annual AI spending at $35K–$50K for SMBs. Most small businesses spend far less and still see returns. Here's why the benchmark
3 min read · Published
Human-Centered Transformation
The Training Program Nobody Finishes
Most teams already use AI tools daily. The fluency gap isn't about access—it's about what happens when nobody has 15 minutes to fix it.
3 min read · Published
Human-Centered Transformation
Native AI vs Custom AI for SMBs
QuickBooks, Salesforce, and Shopify already ship AI that automates invoicing, campaigns, and decisions. Here's what each does out-of-the-box and when to go
4 min read · Published
The Execution Layer
Your Direct Traffic Is Lying to You
AI assistant referrals convert at 11.4% versus 5.3% for organic search — but most of that traffic hides inside Direct, invisible to GA4's default setup.
3 min read · Published
AI as Strategy
AI Governance Checklist for Small Teams
A lightweight AI governance policy covering acceptable use, data boundaries, output verification, and escalation ownership — built for teams without legal or IT
3 min read · Published
