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.
Human-Centered Transformation
Preparing Your Workforce for AI Agents
AI agents are reshaping who owns outcomes at work. Role profiles, performance metrics, and career ladders must catch up—or accountability drifts and…
4 min read · Published
The Execution Layer
Secure AI Adoption Tied to Data Classification
Employees are already pasting sensitive data into external AI tools. The fix isn't blanket restriction — it's classifying what can leave your boundary before…
5 min read · Published
Data as a Decision Infrastructure
Data Quality Metrics Executives Will Act On
Standard data quality dashboards speak to engineers, not CFOs. Here's how to trace field-level failures to revenue loss, compliance penalties, and forecast…
5 min read · Published
Human-Centered Transformation
Building AI Trust Between Teams
AI programs don't fail in production — they fail before deployment, when cross-functional trust collapses. Governance structure, not culture work, is what…
5 min read · Published
AI as Strategy
AI Planning Cycles Kill Good Ideas
AI roadmaps stall not because the work is poor but because delivery lands after the business has moved on. Sequence your builds around company calendars, not…
4 min read · Published
AI as Strategy
AI Sustainability Costs in ESG Reporting
AI energy costs are rising fast—but most ESG reports don't mention them. Here's why the gap exists and how CFOs and CSOs can start closing it.
4 min read · Published
The Execution Layer
How To Build AI Agent Architecture
Your architecture was built for human users. Autonomous AI agents operate at a different scale, speed, and failure mode. Here's what a control plane actually…
3 min read · Published
Data as a Decision Infrastructure
Why Data Strategy Beats AI Tools
AI pilots fail at scale because data ownership, governance, and shared vocabulary aren't solved first. Fix the foundation before funding more models.
4 min read · Published
Human-Centered Transformation
Executive AI literacy Matters More Than Technical Skill
Executives who can't interrogate AI decisions are handing over strategic control. Executive AI literacy closes the gap between sponsoring AI initiatives and…
4 min read · Published
AI as Strategy
Choose Better AI Use Cases Faster
Pilot sprawl isn't a resource problem — it's a prioritization failure. Here's how to cut a 50-use-case backlog down to the five bets worth defending.
3 min read · Published
