AI solutions since 2019.
Before it was a dinner table conversation.

I'm Lea Thomas. I've created solutions using AI and machine learning within my marketing roles since 2019, years before ChatGPT made it a dinner table conversation.

My background is in technical SEO and marketing strategy. Fifteen years across B2B SaaS, enterprise, non-profit, and small business. That means I evaluate AI the way a business operator does. Does it save time? Does it produce results? Does the ROI justify the cost?

I run AI Development Systems LLC, focused on AI development, training, and coaching. I've spent thousands of hours testing AI tools, workflows, and prompts across every major chat and agentic platform. Yes, including OpenClaw 🦞.

I started this newsletter because I watched smart professionals struggle with AI. They weren't struggling because they lacked capability. They were struggling because the ecosystem is overwhelming.

There are too many tools, too much hype, confusing pricing, and features that change daily. And most AI content talks about transformation without ever getting specific about your work.

Every newsletter issue ships with prompt systems, and agentic workflows. Every product is a complete system, not a collection of tips. Every strategy session ends with a plan you can execute the same day. That's the standard. If it doesn't meet it, I don't ship it.