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 Pricing Models for Outcome Based Contracts
Token-based AI contracts shift all risk to the buyer and obscure whether anything changed in the business. Here's how to structure outcome-based pricing that…
4 min read · Published
The Execution Layer
Cron Job Strategy and the Overlooked Backbone of Enterprise Execution
Cron jobs encode your real strategy — who owns failures, who absorbs pain, and whether your promises survive a missed 2 a.m. run. Ignore them and you ship…
4 min read · Published
Data as a Decision Infrastructure
Useless Executive Dashboards KPI Graveyard
Most executive dashboards become wallpaper the moment lived reality contradicts the numbers. Here's how to build decision infrastructure leaders actually trust.
4 min read · Published
Human-Centered Transformation
Human AI Collaboration Union With The Machine
Dropping agents into unchanged teams breeds resistance, not results. Fix the incentives, boundaries, and feedback loops first — then the machine becomes a…
4 min read · Published
AI as Strategy
Responsible AI Governance Without Theater and Delays
Governance principles on a website don't stop models from hurting people. Five controls wired into delivery do — without slowing teams down.
4 min read · Published
The Execution Layer
Observability Metrics And Machine Empathy
Most teams treat observability metrics as a scoreboard that punishes honesty. Treat them as system feelings instead — and start hearing early distress before…
4 min read · Published
Data as a Decision Infrastructure
Agile MDM That Ships Value Before The Program Stalls
Most agile MDM programs die as governance theatre before they touch a single decision. Here's how to ship real value by anchoring every sprint to one painful…
4 min read · Published
Human-Centered Transformation
Stream Aligned Teams for Fewer Handoffs in Org Design
Functional silos bleed budget through handoffs, queues, and plausible deniability. Stream aligned teams own a value flow end to end — and change what…
4 min read · Published
AI as Strategy
AI Agent Pilot Template for Stage Gates and Exit Criteria
A 90-day AI agent pilot without stage gates and written exit criteria is just expensive theater. Here's the template that forces a real decision.
4 min read · Published
The Execution Layer
Financial Data Pipeline Failure And Quarter End Risk
A fragile financial data pipeline doesn't announce its failure — it just quietly corrupts your quarter-end numbers while everyone sleeps. Here's how to treat…
4 min read · Published
