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
When Your AI Tools Agree on Nothing
Founders adding AI tools from HubSpot, QuickBooks, and LinkedIn often miss the moment their data stops being one thing and becomes three.
3 min read · Published
The Execution Layer
Run the Test Before You Build the Case
Founders waste months building AI business cases before deployment. A five-day parallel test on real tasks produces evidence that boards actually trust.
4 min read · Published
The Execution Layer
AI Use Cases Ranked by What Actually Breaks
Founders default to content generation first. The data on hallucination rates and structured-task accuracy suggests a different starting order.
3 min read · Published
Data as a Decision Infrastructure
Ten Data Rules Before Your First AI Model Ships
59% of early AI adopters struggle to enforce data governance. Here's a ten-point policy built for founders without compliance staff.
5 min read · Published
Human-Centered Transformation
AI Access Without Training Is a Liability
44% of SMBs struggle with AI training not because tools are hard, but because learning never repeats. Here's a 15-minute weekly fix.
3 min read · Published
The Execution Layer
Forrester's ROI Model Won't Fit Your Team
Forrester's 3-year Copilot ROI model was built for composite enterprises. Here's a 90-day version SME founders can actually use with investors.
5 min read · Published
AI as Strategy
Why Your AI Pilot Stalled (and It Is Not the Model)
67% of SME generative AI pilots never reach production. The bottleneck is not the model — it is three missing process decisions founders skip before launch.
5 min read · Published
Data as a Decision Infrastructure
Fix Your Data Before You Buy the AI Tool
Sixty-four percent of businesses that already use generative AI still can't connect their data sources. Here's what to do before you spend another dollar on
5 min read · Published
The Execution Layer
Time Saved Is Not Money Earned
Most founders tracking AI ROI measure the wrong thing. Here's why time logs mislead, what the research shows about task gains versus firm-level returns, and how
3 min read · Published
Human-Centered Transformation
No-Code AI Tools Won't Save You from the Training Problem
Founders choosing between Zapier, Make.com, Relevance AI, and n8n keep hitting the same wall—and it's not the one the platform demos show you.
3 min read · Published
