So what, Most agent demos die in production. The ones that stick share three traits, narrow scope, the client's own data, and a human in the loop.
Lessons from four Applied AI Lab agents that made it past the demo and into daily use.
This is a practitioner summary. The full paper, data, and links to the people and projects building on this idea publish here as the research goes into the open, part of how Create at Kellogg turns discovery into things managers can actually use.