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rev·ductive

The blog

RevOps and AI, written down.

AI

I haven't opened Zapier in a year

Gumloop's custom nodes let you build an integration yourself from a tool's API docs. Why that beat Zapier's library for me, and where Val Town fits.

7 min read · Aug 2026

Scope the human work first

Most AI projects turn out to be process problems. How to scope what a person actually does, which chunk to automate, and what to leave alone.

6 min read · Aug 2026

AI gave you 50 silos instead of 5

The old RevOps graphic had five departments and a bar tying them together. Enable a hundred people with AI individually and you get the same problem, bigger.

4 min read · Aug 2026

How I pick which AI tool to use

General-purpose models, no-code builders, specialists, and AI inside tools you already use, plus the two questions that sort any job.

5 min read · Aug 2026

I stopped letting note-takers join my calls

A bot in the attendee list changes how people talk, and it only covers calls it was invited to. Both problems go away when the recorder runs on your machine.

3 min read · Aug 2026

There's no pattern to who picks up AI

Technical roles do not predict AI adoption. Willingness to try new things does, and the best and worst on one team are about 100 to 1 apart.

4 min read · Aug 2026

RevOps

BI tools are dead. Your CRM is fine.

Everyone is predicting AI kills the CRM. Wrong layer. The system of record stays. The BI tool sitting on top of it is the thing that got commoditized.

6 min read · Aug 2026

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