Field notes on revenue architecture.
Long-form thinking on how enterprise revenue actually gets built and where it breaks. Written for founders, operators, and revenue leaders.
The AI SDR Experiment Is Over. Hybrid Won.
41% of B2B teams now run an AI SDR in production. The ones scaling pipeline aren't the ones who went fully autonomous and they're the ones who kept a human in the loop. Here's what the data says about why reply rates collapse, and what actually replaced the autonomy bet.
Designing a Scalable GTM Engine Before Hiring Your First VP of Sales
Most founders hire a VP of Sales too early. Before adding executive leadership, you must design a GTM engine built on structure, discipline, and repeatable revenue architecture.

