Topic

AI Automation
Articles and playbooks.

Every Zrevick article tagged AI Automation — how founders turn AI-built products into companies that sell, market and support at scale.

Automation only pays when it survives contact with real customers. These articles cover the motions worth automating first — lead qualification, follow-up, meeting booking, ticket triage — and the guardrails that make automated work trustworthy: approval gates before anything sends, sampled reviews once quality is stable, escalation rules for the moments a human must step in, and a pause switch you can actually find. You will also see how to measure an automated motion honestly, from deflection rate to cost per meeting, and when to retire a workflow that underperforms. The through-line across every guide: automate the bottom of the task list where volume is high and judgment is low, and keep strategy, positioning and closing human. Read one before your next busywork session and take back an afternoon. A practical test before automating anything: write down the steps a competent human would follow. If you cannot describe the process, automation will only make the confusion faster. If you can, the guides here will show you where the review points belong.

Every article in this section is written for the same reader: a technical founder running sales, marketing and support with a team of one to ten, usually while Claude Code or Codex ships the product. New guides are filed under their topic as they publish, so this page grows rather than ages. If you are mid-decision, start with the most recent article; if you are new to the topic, start with the overview and work forward. Skim the summaries first, then commit to the pieces that match the workflow you are fixing this quarter.