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
Six Weeks to Your First AI Pilot, No IT Team Needed
A time-boxed sprint for small business founders who want a working AI pilot without a change management program eating their calendar.
5 min read · Published
The Execution Layer
AI Time Savings Won't Grow Your Business on Their Own
Most small business founders save real hours with AI but see no revenue change. Here's why the productivity gains disappear — and what to do before they do.
4 min read · Published
The Execution Layer
Six Tasks That Give Founders 10 Hours Back Monthly
Small business owners in marketing and services can recover 10 hours per month by automating six high-repetition tasks with existing AI tools — no technical
3 min read · Published
Human-Centered Transformation
How to Draw Your First AI Workflow Diagram
A paper-first guide for SMB founders who keep planning and never start — based on cloud provider pilot frameworks and real deployment case studies.
3 min read · Published
AI as Strategy
AI Assistant vs Agent: When to Let Go of the Wheel
Founders moving past chatbots face one decision that shapes everything else: how much authority to give AI before you've watched it fail.
5 min read · Published
The Execution Layer
The Open-Tab Problem with AI Subscriptions
Most small business owners audit AI tools by checking how often they open them. That's the wrong test. Here's what to ask instead.
3 min read · Published
Human-Centered Transformation
One-Week AI Pilot for Small Business
Most small business founders know they should be using AI. The one-week pilot method shows you exactly why they aren't, and what to do instead.
3 min read · Published
The Execution Layer
How to Prove Your AI Pilot Paid Off
Founders struggling to justify AI spend can calculate real ROI using only timesheets and invoices. Here's the three-input formula that makes the case.
4 min read · Published
AI as Strategy
Four AI Guardrails Every Small Business Needs Now
Most small businesses run AI tools on informal rules or none at all. Here are four specific controls that close the failure points where real harms occur.
3 min read · Published
Human-Centered Transformation
Start with One Task, Not a System
Most founders stall on AI before they begin. Here's how to run a real experiment this week using email, a spreadsheet, or your CRM — no tech team needed.
3 min read · Published
