Why CRM-native AI stalls before production
Agentforce and Breeze demo beautifully and die in the pilot. The reason isn't the model — it's the missing layer underneath it.
How we reason about RevOps, AI, and compliance — the what and the why. The build playbooks stay in the engagement; everything we've learned about the problem is here.
Agentforce and Breeze demo beautifully and die in the pilot. The reason isn't the model — it's the missing layer underneath it.
Agentforce and Breeze demo beautifully and die in the pilot. The reason isn't the model — it's the missing layer underneath it.
GPAI obligations land first. What founders and RevOps actually need to do before August 2026 enforcement — and what's noise.
Before an agent can act, your definitions have to be legible to a machine. What "an SQL" actually means here — and the four-layer model that makes it explicit.
We'll tell you the smallest first thing worth building — and what it costs.