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 Value Levers Stop Wasted AI Spend
Most AI pilots stall because approval forms ask for model accuracy, not business impact. Fix the form, and you fix the spend.
3 min read · Published
The Execution Layer
Vendor Lock-In Isn’t a Tech Problem—It’s a Procurement One
When MongoDB froze $100M in customer funds over an unpaid bill, no court order was needed—just a contract that never priced in a broken relationship. Lock-in…
4 min read · Published
Data as a Decision Infrastructure
AI Value Compounds When You Close the Loop
Only 5% of organizations scale AI value — not because they use better models, but because they close the loop between outcomes and operations. Here's what…
4 min read · Published
AI as Strategy
AI Business Resilience Needs Human Oversight to Work
AI models that talk to each other without human oversight don't build resilience—they manufacture cascading failures. Here's the architecture that keeps humans…
5 min read · Published
AI as Strategy
Why AI Pilots Stall and How to Fix the Real Cause
Most AI pilots fail not because the model is bad, but because executives measure adoption instead of workflow fit. Here's how to instrument the right variable…
4 min read · Published
Data as a Decision Infrastructure
Data Quality AI: Fix the Leaks Before You Scale
Scaling AI on flawed data multiplies bad decisions faster than it creates value. A focused 90-day audit on two critical data domains stops the compounding…
4 min read · Published
Human-Centered Transformation
AI Change Communication: A Playbook That Reduces Panic
Silence after a vague AI announcement doesn't read as neutral — it reads as confirmation of the worst. Here's a quarterly communication cadence that reduces…
4 min read · Published
The Execution Layer
AI Use Case Prioritization That Actually Scales
Most AI pilots are engineered to succeed in isolation and fail at scale. A four-condition scoring framework separates use cases the organization can actually…
4 min read · Published
Data as a Decision Infrastructure
Why AI ROI Measurement Fails Without a Baseline
56% of CEOs report no revenue or cost gains from AI investment. The cause isn't the technology — it's the absence of a baseline before spending started.
4 min read · Published
AI as Strategy
CEO AI Strategy Cannot Be Delegated
Boards already hold the CEO accountable for AI outcomes — not the CTO, not the CAIO. Delegation without budget authority produces a title, not a strategy.
4 min read · Published
