Research & writing
Notes from the operator paradigm.
Field reports, working theories, and small experiments on what it takes to move from software-assisted operations to AI-operated businesses.
From dashboards to operatorsWhy the next shift in enterprise software is not better screens but systems that read screens, reason across them, and act.Read →
The autonomous-company loopSense, understand, reason, execute, coordinate, learn — six stages of the operator. A working frame for designing real systems.Read →
Why fleet firstReal-time, human-heavy, hybrid by nature. Fleet operations are the cleanest place to prove an AI operator can run a real-world business.Read →
Voice is not a side projectA note on why the communication layer matters as much as the reasoning layer when the business is not yet fully digital.Read →
Memory as infrastructureAn operator without long-term memory is an assistant. With it, it becomes an executive. What changes when context persists.Read →
Local control, cloud intelligenceWhy the next layer of agents has to run on-device for the businesses that cannot send everything to the cloud.Read →
Notes on the operator paradigmA first attempt at naming what we are building. The opening essay.Read →