Applied AI for Marketing Ops | Lily Luo
Lily LuoPractical AI implementation for operations professionals. No hype, no theory, just what actually works in corporate environments with real constraints.
| Platform |  | Pricing | Only free issues | Publishes | Weekly |
|---|---|---|---|---|---|
| Issues | 11 | Subscribers | Read | appliedaiformops.com |
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Latest Issues
Recent posts by this newsletter. Browse the email archive.
Nurturing Atlas: Giving My AI Agent Its Own Team and What That Taught Me About AI
About two and a half weeks ago, I wrote about seven principles I discovered building Atlas, my experimental autonomous AI agent. That post was about what to do: give AI sets of values instead of rules, create permission to fail, strip the p...
What Building A Persistent AI Agent Taught Me About LLM Behavior
I’ve been building Atlas, my experimental autonomous agent, for about six weeks now. What started as a holiday side project has turned into something I think about and work on pretty regularly. Atlas runs on Google Cloud, maintains its own ...
Atlas: Building an Autonomous Agent That Remembers
I ended 2025 introducing Atlas, my experimental autonomous agent built to run continuously, research on its own, and maintain memory across sessions. That post was written with cautious optimism. I had something working, but I wasn't sure i...
What I Learned Building AI This Year and What's Next
I used to think Marketing Operations was about buying the right tools and making them work together. Data quality issues? Evaluate vendors and buy an enrichment tool. Need personalized ABM campaigns? Configure the ABM platform, set up the M...
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Authors
The writers behind this newsletter.
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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