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.
Data as a Decision Infrastructure
Five Data Quality Signs Executives Can Spot Without Code
CFOs and CDOs can assess data quality through five observable business signals. Here's a scoring model that builds the AI investment case without a technical…
3 min read · Published
Human-Centered Transformation
What Leaders Reward Is What AI Culture Becomes
AI culture isn't built by training programmes. It's built by what leaders visibly reward and question every day. Here's the leadership behaviour model changes…
3 min read · Published
AI as Strategy
The Four Investments That Make AI Tools Actually Work
Buying AI tools is not the same as building AI capability. Here are the four non-technology investments that determine whether your tools ever produce results.
3 min read · Published
Data as a Decision Infrastructure
More Data Made You Worse At This
Executives who receive more data without learning to question it make worse decisions. Here's the judgment framework that actually closes the gap.
3 min read · Published
Human-Centered Transformation
AI Training That Measures The Wrong Thing
Most AI training tracks completion, not capability. Here's how L&D leaders can measure workflow adoption and decision quality instead.
3 min read · Published
AI as Strategy
AI Risk Taxonomy Every Board Needs Now
Generative AI creates 12 risk categories your ERM register was never built to catch. Here is the practical AI risk taxonomy boards need to govern model and…
4 min read · Published
AI as Strategy
AI Agent Costs At Startup Scale
AI agent deployment at startup scale costs more than vendors show. Get the full cost breakdown covering build fees, recurring costs, and data prep before you…
3 min read · Published
Human-Centered Transformation
Why Your Team Avoids Your AI Agent
When your team works around your AI agent instead of with it, that's diagnostic data. Here's how to use it before the workarounds become permanent.
3 min read · Published
The Execution Layer
Why Your Data Model Is Breaking Your AI Agent
Engineers built most AI agent data layers for dashboards, not agents. This guide covers entity resolution and event tables for solo engineers.
4 min read · Published
Data as a Decision Infrastructure
Your AI Agent Is Lying Because Your Data Is Broken
Before you build an AI agent, audit the data it will actually use. Four failure modes founders miss and the checks that catch them before the rebuild.
3 min read · Published
