Elizabeth is a senior strategy and operations leader working inside a traditional industry — the kind of business with field crews, paper invoices, and a workforce that's rightfully skeptical of anything that sounds like a TED talk.

She spends her time helping leaders translate AI from concept into practical, reliable work: useful workflows, clearer guardrails, and plans that respect the people and systems already keeping the business moving.