Founder perspective

Operator notes

The thesis layer: founder-written takes on what AI in GTM means for data, workflows, human review, writeback, metrics, and revenue teams.

Stop Buying AI GTM Tools Until You Know Where The Output Writes Back

In AI GTM, the key question is not what the tool does. It is where the output goes, who trusts it, and what action it triggers.