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.
AI Readiness
Why AI Projects Fail Before They Start
RAND's 65-interview study and a 2,000-article synthesis show AI projects fail upstream — not at the model. Here are the 5 causes and the audit that prevents…
3 min read · Published
Data Foundations
What 'Clean Data' Actually Means for a Business Like Yours
Founders are told to clean their data before using AI. This explains what data readiness actually means at SMB scale, without a data team or technical jargon.
3 min read · Published
Getting to ROI
Why Your First AI Project Should Be Boring
Founders pick AI projects for visibility. Between 80–95% fail before shipping. Here's why narrow, repetitive first projects succeed and how to pick one.
3 min read · Published
Build Without a Team
You Don't Need a Data Team. You Need a Data Decision
Most founders hire a data engineer before making the three decisions that determine whether the hire works. Here's what those decisions are and how to make…
3 min read · Published
AI Readiness
The 8-Question AI Readiness Check Every Founder Should Run
Founders waste budget on AI tools when the real failure point is leadership gaps, unclear ownership, and governance — not the tech stack. 8 yes/no questions.
3 min read · Published
Data Foundations
Your AI Tool Is Lying to You. Bad Data Is Why.
Most founders blame the model when AI outputs go wrong. The real cause is usually incomplete or contradictory data. Here's how to spot it early.
3 min read · Published
The Execution Layer
What Executives Get Wrong Before AI Goes Live
Enterprise architecture decides whether AI scales or stalls. Most executives approve AI budgets without the questions that determine which outcome they're…
3 min read · Published
Data as a Decision Infrastructure
Your AI Doesn't Know What Revenue Means
Inconsistent business terminology doesn't confuse AI, it produces confident wrong outputs. Here's why a governed business glossary is a prerequisite, not a…
3 min read · Published
AI as Strategy
How To Prioritise AI Investments Without Guessing
Most AI investment decisions go to the loudest advocate. A scoring model built on strategic impact, delivery risk, and capability fit fixes that.
4 min read · Published
Data as a Decision Infrastructure
The CDO Mandate Gap That Costs Organisations Most
Appointing a CDO without sole accountability for data governance relocates confusion to a more expensive address. Here is the mandate structure that fixes it.
4 min read · Published
