I'm an operations and people leader in education services. Over fourteen years I've led operations teams through complex M&A integrations, digital transformation, and a lot of honest operational change, growing the organization to 150 people along the way. Underneath every role it's been the same job: build the systems that help big teams work, from knowledge bases to automation and now AI.
The AI work is newer than the discipline behind it. I've been automating operational work for over a decade, from the "low touch" student experience we designed in Denver to the AI and process automation that won our company-wide Innovation Challenge. By the time generative AI showed up, we had a running start. My group is the company's heaviest AI power user, and I decide which tools deserve a place in how a 150-person team works. The point was never efficiency for its own sake. I want the work to get better, and the jobs to get better with it.