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 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
AI as Strategy
AI ROI Judgment Day
Boards in 2026 want receipts, not roadmaps. Leaders who can't tie AI spend to hard financial outcomes will lose the budget line — and the argument.
5 min read · Published
The Execution Layer
Integrating AI into Legacy Systems
Throwing AI at legacy ERP and CRM without architecture kills programs fast. Start with constrained augmentation patterns at the edge of existing workflows …
4 min read · Published
Data as a Decision Infrastructure
Clean The Data Swamp With Data Governance
Data governance fails because ownership is vague and quality rules have no teeth. Pick one high-stakes domain, define measurable SLAs, and make failure visible…
4 min read · Published
Human-Centered Transformation
Shadow AI Is Already Here
Your employees aren't waiting for IT approval — they're already using AI tools you've never seen. Here's how to surface what's running in the shadows before…
4 min read · Published
AI as Strategy
From AI Hype To AI Strategy
Most AI strategies stall because no one owns outcomes. Here's how to build a board-ready AI strategy in 12 months — tied to P&L, not proof-of-concepts.
4 min read · Published
