Two linked timelines
Seat activation intervals and working shifts are modeled separately, so a shift is only confirmed when the seat binding is genuinely valid.
Operations subsite · Greater Europe × San Francisco
A seat is an access entitlement bound to one expert until the AI lab activates someone else. This app plans availability, allocates seats, confirms shifts, monitors attendance and manages replacements — without ever pretending a switch happened before it did.
Seat activation intervals and working shifts are modeled separately, so a shift is only confirmed when the seat binding is genuinely valid.
Every recommendation shows its constraint checks and score breakdown in plain language. Nothing publishes without human approval.
The minimum necessary change set, grouped into batches, with latest feasible request times in San Francisco and Amsterdam.