Virginia Driver spent 36 years as a patent attorney in a profession she entered through a loophole, hired only because no men had applied. Today, she's building AttainIP, an AI-powered platform that could transform how patents get filed, saving attorneys 50% of their time while making the process accessible to entrepreneurs who previously couldn't afford it.

In this episode of Lawyers Who Learn, host David Schnurman explores Virginia's journey from being one of eight girls in a 120-person engineering program to becoming the second female patent partner in London. Her path began when a headmistress insisted engineering was "a huge mistake" and urged her to study medicine instead. Her mother's response? "You do what you want to do."

Virginia's career took an unexpected turn last December when a former colleague showed her what new reasoning models could accomplish. Within months, she went from part-time consultancy to startup founder, building software that reveals AI's reasoning process—the missing piece that makes other patent tools hard to verify. Her platform uses OpenAI's O3 model to guide users through patent applications while showing exactly how the AI thinks through each task.

The conversation reveals how Virginia navigated a male-dominated profession without formal law school, studying at night while raising three children, including a baby during her qualifying exams. Her philosophy, borrowed from Lizzo, captures her approach perfectly: "Get out of your own way." She's learned that lawyers excel at imagining barriers to their own ideas—and that people often don't block you if you just keep moving forward. Now she's applying that same mindset to an industry facing its biggest technological shift, proving that career reinvention doesn't have an age limit.

#97 The Only Woman in the Room: From Engineering to AI Startup Founder