Category

GTM Engineering

GTM engineering for B2B teams: Clay workflows, enrichment waterfalls, signal-based triggers, and the automation that turns a list into pipeline.

Isometric AI sales agent routing six task cards across suggestion, human approval and bounded execution control levels
GTM Engineering Latest · September 26, 2026 · 6 min read

AI Sales Agents: Six Jobs and Three Levels of Control

AI sales agents are safest when each sales job receives one control level: suggest, prepare for approval, or execute within enforced limits.

The B2B GTM Playbook Is Broken: How to Rebuild It — COLDICP
GTM Engineering 7 min read

The B2B GTM Playbook Is Broken: How to Rebuild It

The traditional GTM playbook stopped working because the buying environment it assumed no longer exists. Here is what broke, and the signal-led model replacing…