The example brief
In this illustrative service business, appointment requests arrive by form and email. Staff compare several calendars, offer times and copy the final choice into the diary. The proposed first scope is one appointment type with known duration, working hours and required attendees. Different service rules should be resolved before attempting to automate every booking.
The workflow we would scope
We would collect the requested service, time zone and contact details, then check the authorised calendars for availability. Google Calendar’s free/busy API is one possible source of busy periods when the business uses Google Workspace. Available options would be shown to the requester, and a final check would occur before attempting to create the chosen appointment.
Where a person stays involved
Calendar access errors, ambiguous time zones and last-minute conflicts would produce a clear fallback. An available slot is not a confirmed booking until the calendar accepts the event. Rescheduling and cancellation would use the actual event reference and the business’s policy. Sensitive details would not be copied into a broadly shared calendar description.
What a pilot would need to prove
Test a daylight-saving transition, simultaneous requests for the same slot, a calendar connection failure and a cancelled event. Verify the actual calendar entry and the confirmation shown to the requester. A timed-out write needs a reconciliation check before retrying, so uncertainty does not create a duplicate appointment or a misleading confirmation.
How success would be measured
Measure booking handling time, conflicts, abandoned requests and manual interventions. Review whether the chosen appointment type fits the real service schedule. This example makes no claim about reduced no-shows or increased bookings. Those outcomes require an observed comparison and a clear definition of the population being measured.
Further reading
These links provide context for the proposed workflow; they are not evidence of a completed client engagement.