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.
Data as a Decision Infrastructure
Audit the Documents, Not the Model
Small business chatbots give wrong answers because the spreadsheets and policy documents feeding them are wrong. Here's how to find the specific files causing
5 min read · Published
AI as Strategy
AI Readiness Isn't What Your Adoption Rate Says It Is
Small firms in the 20–100 employee range routinely misread AI adoption data as readiness signals. Here's what Census and OECD data show instead.
5 min read · Published
Data as a Decision Infrastructure
AI-Ready Customer Data Checklist for Small Businesses
Small businesses connecting AI to unaudited CRM, email, and invoicing data risk confident wrong answers. Here's a 30-day checklist to fix that first.
3 min read · Published
The Execution Layer
Deflection Rate Is the Wrong Scoreboard
AI support pilots that report deflection rate as their primary win are measuring the wrong thing. Here's the diagnostic that shows what's actually happening.
5 min read · Published
AI as Strategy
Your AI Policy Checklist for Safe Small Business Use
Half of small business founders already paste sensitive data into public AI tools. Here's the one-page policy that stops ungoverned use before it costs you.
3 min read · Published
Human-Centered Transformation
AI Time-Waster Checklist for Small Teams
Most small business owners use AI for blog posts and ignore the 23 hours a week they lose to scheduling, email, and admin. Here's how to fix that.
5 min read · Published
AI as Strategy
The Five-Question Diagnostic That Beats a Data Team
No data team? This 15-minute AI readiness diagnostic scores your business across five dimensions and assigns a Crawl, Walk, or Run tier so you know exactly
3 min read · Published
Data as a Decision Infrastructure
When Your AI Email Tool Isn't the Problem
AI email personalization fails most often because CRM records are duplicated, outdated, or incomplete — not because the model is weak. Here's what to fix first.
3 min read · Published
The Execution Layer
Route Before You Regret It
AI customer service errors are not rare edge cases. Here is how confidence scoring and human review checkpoints work before a complaint forces your hand.
3 min read · Published
The Execution Layer
The Subscription Line Is the Wrong Number to Watch
Most SMB owners measure AI value against a monthly fee. This diagnostic shows how to convert 5.6 hours saved per employee into a payroll-equivalent return that
5 min read · Published
