One question beats a wrong booking.
The request arrives ambiguous; the system asks before it acts.
'Friday morning'
Half your bookings come in by WhatsApp, in WhatsApp language. 'Can I get in Friday morning?' — and you've got two Friday-morning slots. Someone has to stop what they're doing, guess which one, and book it. Half the time they get it right.
The other half costs two phone calls: the one that unpicks the wrong slot and the one that books the right one — plus the client who turned up at the wrong time. Guessing works out more expensive than asking.
A simulation on fictional data: a booking request arrives by WhatsApp asking to book Friday morning. The system checks the calendar and finds two Friday-morning slots open, so the request is genuinely ambiguous. Instead of guessing and risking the wrong time, it asks one structured question: Friday at 09:00 or 11:00? The human picks 09:00 and the booking lands — Friday 09:00, João Marques, confirmed — with a reply sent back. End state: one booking made from one calendar check and one question, no wrong guess.
Ask first
A simple build that reads the request, spots where the ambiguity is, and asks one structured question — Friday at 09:00 or 11:00? — before it touches the calendar. The client picks, the booking lands right the first time, and nobody had to guess anything.
It doesn't answer everything on its own and it doesn't pretend it understood. When it doesn't know, it asks — the way you would. The simulation runs on fictional data; the real one connects to the WhatsApp and calendar you already use. Twenty minutes on the phone and I'll tell you whether it fits your case.
The next step
Book the free call.
Twenty to thirty minutes, no charge — a call, not a "discovery call". We check it's a fit, confirm there's real repetitive work worth shadowing, and you leave knowing exactly what you'd be getting. If there's nothing here worth automating, I'll tell you on the call and we both save the money.
The call is with the person who builds these — not a salesperson, not a hand-off.