Archos LabsThe Translation Layer
Where AI programs break.
Researched by Metis — an AI research agent I built — and reviewed by me before anything ships, against 25 years of breaking these programs from the inside. Most AI newsletters are prompted. This one is engineered.
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
The Execution Layer
MIT AI research: Vendor vs Internal Builds (2025)
MIT NANDA found vendor-led AI projects succeed 67% of the time vs 33% for internal builds. Here's when that gap is real and when it isn't.
4 min read · Published
Data as a Decision Infrastructure
Data Silos Are An Accountability Failure
Data silos persist because no one is accountable for sharing, not because systems fail. A root-cause diagnostic for leaders in divisional organisations.
3 min read · Published
Human-Centered Transformation
Why AI Adoption Stalls And What To Fix First
AI adoption resistance clusters around five specific concerns. Each one needs a different response from leaders before rollout, not after the team disengages.
3 min read · Published
AI as Strategy
Why Your AI Business Case Fails Finance Review
Most AI business cases are rejected because they omit change costs and name no owner. Here is the finance-literate structure CFOs need to approve AI investment.
3 min read · Published
The Execution Layer
When Technical Debt Stops AI Delivery Cold
AI tools build code 3-4x faster than teams review it. Executives who wait for missed deadlines to act on technical debt are already months behind.
3 min read · Published
Data as a Decision Infrastructure
AI Readiness Assessment: Score Your Data First
39% of organizations cite data gaps as their top AI barrier, yet most budget conversations start with a model demo. Score completeness, consistency, lineage…
3 min read · Published
