On Call: Starbucks, the Algorithm, and the End of the Stable Schedule
The Hidden Cost of Flexible Labor in the Service Economy

About this book:

Behind the steamed milk and curated playlists of the world's most recognizable coffee brand lies a ruthless, invisible engine: predictive algorithms that slice labor costs to the bone, turning baristas into on-call components of a just-in-time machine. *On Call* pulls back the green apron to reveal the human wreckage of "flexibility"—the single mothers juggling childcare against schedules posted days in advance, the students pulling "clopenings" on four hours of sleep, the aspiring designers whose rent depends on a shift the software might delete by noon. Through the visceral, minute-by-minute reality of a 4:00 a.m. store opening in Manhattan, award-winning reporting exposes how a corporation celebrated for progressive benefits quietly engineered a system where dignity is the first line item cut.

But this is not just a story of exploitation; it is a thriller about accountability. *On Call* embeds readers inside the groundbreaking New York City investigation that brought the Department of Consumer and Worker Protection down on a Fortune 500 giant, wielding the city's Fair Workweek Law like a scalpel against the black box of workforce management software. You will sit in the strategy sessions where baristas compare illicit screenshots of the algorithm's output, in the courtrooms where subpoenaed data exposes the gap between corporate rhetoric and coded reality, and in the negotiation rooms where a historic, multi-million-dollar settlement forces the machine to be reprogrammed.

The Starbucks case is the Rosetta Stone for the modern labor market. The same digital panopticon that governs the espresso bar now orchestrates warehouse floors, retail aisles, and the gig economy's invisible armies. *On Call* delivers the definitive anatomy of algorithmic precarity—and the blueprint for dismantling it. If you have ever waited for a schedule to drop, wondered who profits from your instability, or believed that technology must serve people rather than the reverse, this book is your essential field guide to the fight for time.