Employee productivity monitoring software measures how work happens across a team — application focus, calendar density, ticket flow, code commits, and document activity — and turns those operational signals into role-specific dashboards for ICs, managers, and execs. Privacy-first tools such as gStride read only these work-surface signals: no keystroke logging, no screen scraping, no webcam capture, and no behavioural inference outside the work task; the manager’s view is the same view exposed to the employee, and retention is short and purpose-bound. Surveillance-style tools differ by capturing screenshots, keystrokes, and off-task behaviour, which is why regulators in the EU and India treat that pattern as higher-risk processing. Gartner reported in 2022 that the share of large employers using monitoring tools roughly doubled during the pandemic to about 60% — which makes the privacy-first versus surveillance distinction the deciding factor in vendor selection, employee trust, and legal exposure.