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.
Data as a Decision Infrastructure
You Don't Have a Data Problem. You Have a Decision Problem.
Dashboards don't make decisions — people do. Most data initiatives fail because no one agreed what decision they were trying to make before the data collection…
3 min read · Published
AI as Strategy
The Myth of "Just Add AI"
AI doesn't fix broken processes — it accelerates them. Before you buy the tool, fix the fundamentals, define the outcome, and build the strategy that makes the…
3 min read · Published
Human-Centered Transformation
Transformation Starts With Listening
Most transformation fails because leadership talks and nobody listens. The employees doing the work already know what's broken — the hard part is building…
3 min read · Published
AI as Strategy
When AI is a Hammer Everything Looks Like a Nail Problem
Spending millions on AI that employees route around isn't a technology failure — it's a strategy failure. Match the tool to the problem, not the other way…
4 min read · Published
Data as a Decision Infrastructure
Data Isn't Oil It's Oxygen for Smart Business Operations
The 'data is oil' metaphor is wrong — and it's costing companies real value. Data behaves like oxygen: it enables decisions when it flows freely, and kills…
4 min read · Published
AI as Strategy
From Use Case to Strategic Case: The AI Business Imperative
Most companies pitch AI by leading with capabilities. The ones that win start with what hurts — and work backwards to technology. Here's how to build a case…
3 min read · Published
Human-Centered Transformation
Your Org Chart Isn't Your Culture Map: Hidden Networks Rule
Org charts show authority. They don't show who people actually listen to. Hidden influence networks determine whether transformation succeeds or dies in the…
4 min read · Published
Data as a Decision Infrastructure
Data Debt is the Silent Killer of Innovation: Fix It First
Data debt kills AI programs before they launch. Fix the foundation — naming standards, ownership, governance — or watch every model you build collapse on dirty…
4 min read · Published
AI as Strategy
AI Governance: The Missing Strategy Layer Leaders Ignore
Most executives treat AI governance as compliance overhead. It's actually the strategic layer that separates companies that scale AI safely from those that get…
4 min read · Published
Human-Centered Transformation
Digital Without Empathy is a Dead End for Transformation
Billions spent on digital transformation fail because executives ignore the emotional reality of change. Empathy isn't a soft skill — it's the variable that…
4 min read · Published
