The AI-Native Revenue Stack
A practical model for the infrastructure companies need before AI agents can operate reliably across revenue.
InfrastructureAgentsRevOps
Open research ↗Menu
Research library
ARCHIVE / 001—003FIELDWORK · SYNTHESIS · WORKING MODELSUPDATED 19.07.26
Questions worth
going deep on.
Original research and working models for building AI-native revenue organizations. A living body of work, not a finished truth.
Revenue Plays: The Atomic Unit of AI Transformation
A framework for turning broad AI ambition into bounded commercial motions that can be deployed, measured and improved.
Revenue PlaysOperating ModelAI
Open research ↗The Infrastructure Gap
Why many sales teams are not ready for agents—and what has to exist between a CRM and genuine autonomy.
ReadinessDataSales Systems
Open research ↗Research standard
I separate what was observed, what can be supported and what is still a hypothesis. Real evidence comes from real systems in the field.