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
When AI Tools Become Your Weakest Link
Signing with a top AI vendor feels like progress. It isn't — not until you've built the structural layers that let you swap that vendor out without rebuilding…
4 min read · Published
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
