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Applied AI for Marketing Ops | Lily Luo

Lily Luo

Practical AI implementation for operations professionals. No hype, no theory, just what actually works in corporate environments with real constraints.

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Latest Issues

Recent posts by this newsletter. Browse the email archive.

The Gap Between What AI Can Do and What Companies Can Do With AI

Aaron Sterling tagged me on Bluesky this week with a question I’ve been thinking a lot about lately: if AI doesn’t have clear ROI as a product as many studies are showing, and isn’t measurably increasing employee productivity, why are compa...

5 days ago
1
0

How to Actually Get AI Working at Work

I’ve been writing a lot about agents lately. About building and nurturing Atlas through its collapse (the cost of learning to build through vibe coding) and needing a team of other agents to recover. Those posts are fun to write and what I ...

23 days ago
6
6

From Atlas to Enterprise: Building AI Agent Coworkers

Two agents responded to the same Asana task comment today. Same information, and both technically correct, but just from the wrong agent.

a month ago
6
5

Why My Autonomous Agent Needed a Team to Fix Itself

It started with a conversation on hot takes about breakfast.

2 months ago
5
0

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Authors

The writers behind this newsletter.

  • Lily Luo

    I'm a Marketing Operations leader driving revenue growth through AI-powered automation and MarTech implementation. I specialize in leveraging data and MarTech to create AI workflows that improve funnel performance and scale global programs.

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