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 as Strategy
AI Governance Framework for Board Directors
Most AI board papers bury risk and dodge accountability. A one-page governance framework gives directors the map they need — exposure, controls, and named…
4 min read · Published
The Execution Layer
RAG System Design That Doesn’t Rot
RAG systems don't crash — they decay. Outdated indexes, stale embeddings, and missing feedback loops erode trust long before anyone notices. Here's how to…
5 min read · Published
Data as a Decision Infrastructure
Data Governance for AI Starts Before the First Prompt
AI hallucinations aren't a model problem — they're an ingestion problem. Governance that runs before the first prompt is the only kind that actually works.
4 min read · Published
Human-Centered Transformation
First-Line Manager Toolkit: Scripts and Checklists That Work
Most first-line managers fail because no one handed them the tools. Scripts for hard conversations, one-on-one checklists, and structured office hours replace…
4 min read · Published
AI as Strategy
AI Program KPIs That Actually Matter
Model accuracy and inference time don't move a CFO. AI program KPIs only matter when they trace directly to cycle time, error rate, or cash conversion.
3 min read · Published
The Execution Layer
Data Pipelines Are the New Supply Chains
Broken data pipelines stall decisions and corrupt metrics — yet most orgs treat them like invisible plumbing. Run them with the operational discipline of a…
4 min read · Published
Data as a Decision Infrastructure
Real-Time Data Architecture – Invest Only Where It Matters
Most teams build real-time data pipelines for status, not outcomes. Invest in streaming only where lag directly degrades a decision — everywhere else, batch…
4 min read · Published
Human-Centered Transformation
AI Leadership in the Workplace: Daily Habits That Set the Tone
Your team doesn't fear AI — they fear you treating it as someone else's problem. Daily visible habits, not strategy decks, are what actually shift culture.
4 min read · Published
AI as Strategy
RAG vs Fine-Tuning Cost: The True Price of Context
RAG isn't cheaper than fine-tuning — it's more comfortable. The real cost lives in retrieval drift, stale indexes, and the feedback loops nobody owns. Model…
5 min read · Published
The Execution Layer
Why the Modelling to Engineering Handoff Breaks Everything
The modelling to engineering handoff isn't a logistics problem — it's a translation problem. When no one owns the gap between systems thinking and syntax…
3 min read · Published
