The productivity dashboard is now a dossier, and whoever bought it owns the file

Nothing in a task-completion feed has to be pointed at one person for it to end up pointed at one person. Duong's managers told her to spend less time with patients after tracking the number and length of her appointments ^[7]. She said everything was counted, down to the minutes on the phone, and called the standard close to impossible ^[9]. She went on medical leave, began organising a union with other pharmacists, and says her employment was terminated after the leave ^[8]. Whatever the merits of that dispute, the sequence it turns on was assembled by the employer's own tooling, and the party that bought the tooling is the party that gets asked to explain each entry.

The pace targets are worth arithmetic. Conveyor-belt scanners in one case monitored workers to ensure they inspected hundreds of items per hour ^[14]. Two hundred an hour leaves 18 seconds an item; six hundred leaves six ^[1]. Hayley Tsukayama of the Electronic Frontier Foundation says workers are pushing back on this class of tool on the grounds that timing task completion contributes to injuries ^[11]. A system that publishes six seconds as a threshold has also documented the threshold.

The remote-work framing around this equipment has drifted from the cases. The three the Associated Press account opens with are a warehouse belt, a clinic and a college writing class, none of which happen at home ^[2], including an administrator reading the papers students uploaded to a college learning system ^[13]. Tsukayama's advice, that anyone on a workplace-issued machine should assume some monitoring ^[12], is a boundary drawn around laptops. It does not cover a scanner on a belt or a shared gradebook, and neither does most acceptable-use language written in 2020.

The undisclosed broker sharing is the part of the stack the buyer never specified and cannot inspect from an admin console ^[5]. An employer telling staff the data stays internal is making a promise about a supplier's integrations rather than its own systems. Wilneida Negrón's point that workers with the least labour-market power become the testing ground for the most intrusive collection ^[4] reads, from the operator's chair, as a fair prediction of where the first complaint arrives, and of which business unit will be surprised by it.