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
Data Governance Is Your Margin of Error
Checklist governance is stage props. Real governance is guardrails welded into every data decision — the difference between absorbing a failure and folding…
4 min read · Published
AI as Strategy
Your AI Roadmap Isn’t a Strategy. It’s a Backlog With Branding
Most AI roadmaps are delivery backlogs dressed in strategy language. If your plan mirrors your competitors' capabilities, you're not competing on position …
4 min read · Published
Human-Centered Transformation
AI Isn’t Customer-First. It’s Company-First And The Backlash Is Coming
Most enterprise AI deployments optimise for company KPIs — conversion, handling time, cost — not for customers. The backlash won't come from AI failures. It'll…
3 min read · Published
Data as a Decision Infrastructure
AI Startups Are Building 2004's Data Disasters with ChatGPT Lipstick
Billions are funding AI platforms that repeat the same data accountability failures as 2004-era BI tools — just with chat interfaces that make broken…
4 min read · Published
Data as a Decision Infrastructure
The Dangerous Things Your Infrastructure Forgets
Every dropped log and overwritten table is a memory edit. Infrastructure doesn't just move data — it decides what your organization gets to remember when…
4 min read · Published
Human-Centered Transformation
Why LinkedIn Is Dead
LinkedIn's algorithm punishes clarity and rewards performance. The practitioners who actually build things have already moved their real conversations…
3 min read · Published
Data as a Decision Infrastructure
If Your Data Can't Be Questioned, It Can't Be Trusted
Untouchable data isn't trustworthy data — it's dogma. Build systems where every metric can be interrogated, definitions are exposed, and pushback is rewarded…
3 min read · Published
AI as Strategy
The Most Strategic Thing an Executive Can Do Is Slow Down
Speed isn't strategy — it's panic in performance clothes. The executives who compound results are the ones who know when to hold, sequence deliberately, and…
3 min read · Published
Data as a Decision Infrastructure
Metadata Is Your Org Chart in Disguise
Metadata is never neutral — it encodes power, politics, and organizational blind spots. Audit your data catalog and you're reading your real org chart, not the…
3 min read · Published
Human-Centered Transformation
The First 100 Days of Transformation Decide Everything
Most transformations are won or lost before Day 101 — not by strategy, but by whether people still believe. Here's how to hold the belief window open.
4 min read · Published
