AI automation playbooks for ops teams
Automate the busywork. Keep the judgment.
Practical AI automation playbooks, tool breakdowns, and workflow patterns for operations teams that want to do more with the people they already have.
Read the playbooks
01
Decide what to automate
Score tasks on impact and risk before you touch a single tool.
02
Build a reliable stack
Triggers, models, actions, and guardrails that don't fall over.
03
Keep humans in the loop
Know exactly where judgment beats automation — every time.
Latest playbooks
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Building an AI Workflow Stack: Tools, Triggers, and Guardrails
How to assemble a reliable AI automation stack from the four layers every workflow needs — without ending up with a brittle pile of disconnected tools.
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The AI Automation Playbook: Where to Start and What to Never Automate
A practical, step-by-step playbook for deciding which operations tasks to automate with AI first — and which ones should stay human no matter how tempting.