
Why your GTM stack needs a living layer, not another dashboard
Every tool in revenue promises a single source of truth. Most deliver another place to check. The difference is whether the system learns.
Research, engineering notes, and playbooks from the team building Gaia. Written for the people who own the number.

Every tool in revenue promises a single source of truth. Most deliver another place to check. The difference is whether the system learns.

The work did not get smaller. The number of people who have to touch it did. Here is which parts actually move off a human's desk, and which never should.
Mira Castellanos

Most agent products stop at the suggestion. The interesting engineering starts after the action, in whether the result makes it back to somewhere anyone can check.
Amara Osei

Reps log what they are asked to log. The deals that quietly die leave their fingerprints somewhere else entirely.
Rune Halvorsen