Tools

Frameworks you can put to work.

A worksheet for defining signals, source systems, freshness, owner, play, and failure mode.

A simple diagnostic for whether AI-assisted outbound has enough targeting discipline to work.

A review format for missed pipeline targets that separates market, motion, message, and ops problems.