Introducing AI Genologists™: A New National Workforce Category Powering Multi-Generational Economic Growth
A new model connecting skills to real business needs, training to real-world experience, and innovation to economic opportunity.
Today, I’m introducing a new workforce category we are building nationally: AI Genologists™.
AI Genologists are trained professionals and collaborative, multi-generational teams who apply artificial intelligence, digital tools, and automation to help businesses improve operations, increase efficiency, and drive economic growth across generations.
We are entering a new era where businesses don’t just need access to technology—they need people who know how to apply it in real-world environments.
That’s where AI Genologists come in.
Through our work in workforce development, registered apprenticeships, and small business ecosystems, we are building a model that connects:
- → Skills to real business needs
- → Training to real-world experience
- → Innovation to economic opportunity
What makes this model especially powerful is its multi-generational approach—bringing together youth, parents, and seniors to collaboratively apply these skills in real business environments.
We’re already seeing early impact—helping businesses streamline workflows, build digital systems, and operate more efficiently through AI.
This is part of a broader movement we call:
Genology™ — the study and application of systems, tools, and innovation to drive economic growth across generations.
This is more than a program.
It’s a new way of thinking about workforce, business, and opportunity.
More to come.
— Duana Malone
“The Tech Queen”
About AI Genologists
AI Genologists™ is a national, AI-powered, multi-generational workforce and economic development initiative designed to train families and connect them to real-world opportunities through registered apprenticeships, small business ecosystems, and applied innovation.
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