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
Why Your AI Pilot Stalled (and It Is Not the Model)
67% of SME generative AI pilots never reach production. The bottleneck is not the model — it is three missing process decisions founders skip before launch.
5 min read · Published
Data as a Decision Infrastructure
Fix Your Data Before You Buy the AI Tool
Sixty-four percent of businesses that already use generative AI still can't connect their data sources. Here's what to do before you spend another dollar on
5 min read · Published
The Execution Layer
Time Saved Is Not Money Earned
Most founders tracking AI ROI measure the wrong thing. Here's why time logs mislead, what the research shows about task gains versus firm-level returns, and how
3 min read · Published
Human-Centered Transformation
No-Code AI Tools Won't Save You from the Training Problem
Founders choosing between Zapier, Make.com, Relevance AI, and n8n keep hitting the same wall—and it's not the one the platform demos show you.
3 min read · Published
Human-Centered Transformation
No-Code Content Agents Work, with One Condition
A Make.com content agent delivers consistent social posts for small marketing teams without developers, but only when a human reviews every draft before it goes
5 min read · Published
AI as Strategy
Ten Questions Before You Spend Anything on AI
Most SMB founders skip AI readiness assessment and go straight to tools. This 10-question diagnostic, built on AIRI and SAS frameworks, shows you what that
3 min read · Published
AI Readiness
AI Build vs Buy for SMBs: A 4-Factor Framework
SMB founders overspend on custom AI builds or get locked into generic tools. A four-factor check on process advantage, integration, cost, and vendor maturity…
4 min read · Published
Data Foundations
Make Your Spreadsheet Data AI-Ready Today
Most SMB founders don't need a database to use AI. Fix your column headers, add validation rules, and connect to AI tools now. Here's exactly how.
3 min read · Published
Getting to ROI
The Real Cost of Weak Data Infrastructure for Founders
Founders treating data infrastructure as a post-traction problem are already paying for it. Here's how to put a dollar figure on bad decisions, manual work…
3 min read · Published
Build Without a Team
Data Infrastructure Benchmarks for Startup Founders
Founders without a CTO mistime data infrastructure investment. Here are spending benchmarks at pre-revenue, post-PMF, and growth that show what the money…
3 min read · Published
