The Ethics of Workplace Intelligence
Executives, ethicists, works councils, vendors
Where is the line between evidence and surveillance — and who draws it?
The same instrumentation serves both; the difference is architectural and governance choices made deliberately. The field needs its ethical line stated plainly: aggregate insight for decisions people are told about, never individual monitoring for judgements they are not.
- Same sensors, two futures
- The bright lines: individual data, performance inference, covert collection
- Bias and interpretation risk in workplace analytics
- An ethics test for any proposed measurement
- Surveillance studies
- AI ethics frameworks
- Workplace monitoring regulation across markets
States the category's ethical obligations, including Workplaced's own commitments.
Booking Behaviour Analysis
The systematic analysis of reservation behaviour — what people book, hold, abandon and avoid — as a continuous demand signal and early-warning layer for friction.
Occupancy Assessment
Occupancy validates, challenges and enriches workplace demand — measuring how space is actually used, not how its use is reported.
Assumption Recalibration
The continuous governance of the assumption register — monitoring divergence, acting on triggers, and regenerating affected models before the strategy quietly becomes fiction.