Archos LabsThe Translation Layer
Where AI programs break.
The Translation Layer is the only AI newsletter written by someone who has broken these programs from the inside and is building the replacements.
Data as a Decision Infrastructure
Stop Collecting. Start Connecting.
Most companies drown in data they can't use. The problem isn't volume — it's that the data never talks to each other. Connect two systems, answer one expensive…
4 min read · Published
Human-Centered Transformation
Don't Automate the Soul Out of Your Business
Automating the wrong things doesn't cut costs — it cuts what customers actually pay for. Here's how to draw the line between removing drudgery and gutting your…
4 min read · Published
Data as a Decision Infrastructure
Build for Decisions Not Reports: Why Legacy BI Fails Front Lines
Legacy BI tells you how badly you failed last week. Front-line decisions happen every ten minutes. Here's why decision infrastructure beats reporting…
3 min read · Published
Data as a Decision Infrastructure
Transformation Isn't a Project—It's a Pattern for Success
Most companies treat transformation as a project with a finish line. The ones that survive treat it as a permanent operating mode — continuous, embedded, and…
4 min read · Published
AI as Strategy
AI Doesn't Scale Until Your Org Does: Why Teams Fail Models
A $5M AI system with 94% accuracy that nobody used. The model wasn't the problem — the org was. Here's how to audit your structure before you blame the…
4 min read · Published
Human-Centered Transformation
Transformation Fails When You Don't Translate
Your team isn't resisting transformation — they can't decode what you're asking them to do. Strategy language is abstract by design; without deliberate…
4 min read · Published
Data as a Decision Infrastructure
Bad Data Is a Symptom Not a Root Cause of Broken Systems
Bad data doesn't need cleaning — it needs a diagnosis. Dirty data is a reliable signal of broken trust, missing ownership, and misaligned incentives upstream.
4 min read · Published
