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.
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
Data as a Decision Infrastructure
Five Data Quality Signs Executives Can Spot Without Code
CFOs and CDOs can assess data quality through five observable business signals. Here's a scoring model that builds the AI investment case without a technical…
3 min read · Published
Human-Centered Transformation
What Leaders Reward Is What AI Culture Becomes
AI culture isn't built by training programmes. It's built by what leaders visibly reward and question every day. Here's the leadership behaviour model changes…
3 min read · Published
AI as Strategy
The Four Investments That Make AI Tools Actually Work
Buying AI tools is not the same as building AI capability. Here are the four non-technology investments that determine whether your tools ever produce results.
3 min read · Published
