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Field notes on shipping AI.
Lessons, opinions and checklists from inside Airock's delivery work — written for people building production AI.
Featured
How to Prevent Automation Bias in AI Approval Workflows
Design AI approval workflows that reduce automation bias with evidence screens, thresholds, exception queues, audit logs and meaningful human control.
hongmeimath24 Jul 202616 min read
Post
Why AI Pilots Fail — and How to Build Production AI Instead
Why AI pilots stall, what production AI requires, and how to move from demo to governed workflow in 8–12 weeks.
hongmeimath7 Jul 202620 min
Post
AI Workflow ROI Model: How to Calculate Whether Automation Is Worth It
Use a practical AI workflow ROI model to estimate benefits, costs, risks, human review, adoption and governance before automating.
hongmeimath7 Jul 202619 min
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