Gunawardana has spent over 15 years leading data teams at top Silicon Valley companies, building platforms and machine learning products that deliver business impact. That's where AI agent squads come in. The point isn't to remove humans from marketing. It's to move them up the stack—from operating the machinery to conducting the orchestra.