Archive - Applied AI for Marketing Ops | Lily Luo

AI Isn't in the Workflow, But AI Is How I Built It

How to use AI to create hyper-specific automation you couldn't buy from a tool

Dec 10 • Lily Luo

November 2025

More AI Tools Won't Transform Your GTM. AI Infrastructure Will.

Why I stopped thinking in AI tools and started building AI systems

Nov 26 • Lily Luo

When AI Gets It Wrong (With 91% Confidence)

A guide to understanding when AI adds value and when it creates more work.

Nov 18 • Lily Luo

From Low-Code to Production-Grade AI

How I built a content generation system that created 1:1 messaging at scale

Nov 6 • Lily Luo

October 2025

Why Ops Skills Are Your AI Superpower

How your ops skills supercharge AI effectiveness - plus a practical roadmap for building AI solutions for your business

Oct 30 • Lily Luo

More Agents, Worse Results: When Simple Beats Sophisticated

What I learned when my multi-agent system produced worse results than the "simple" approach.

Oct 27 • Lily Luo

Applied AI for Marketing Ops

Building secure, scalable, real-world AI workflows that actually work.

Oct 23 • Lily Luo

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