The situation
Where they started.
Consumers call a location to book, and the booking branch of the phone tree mostly ends in voicemail: locations are run by independent professionals, not a front desk. The group wanted every caller matched to the right professional and handed a way to book, without touching the leasing side of the same phone number and without owning anyone's calendar.
What FlatClaw does
What was built.
- A private two-way voice agent attached to the booking branch of the existing phone platform, location by location; leasing, inboxes and voicemail behave exactly as before, and voicemail remains the fallback.
- A real conversation: streaming speech recognition, an open-weight language model and natural speech synthesis running on two GPUs in the customer's cloud, with interruptions handled the way a person would.
- A matching and routing service built as its own API: it holds each location's professional directory and services, recommends one to three professionals with reasons, and texts the caller booking links; text and web chat become new front doors onto the same service.
- Every call lands as a transcript, a reasoning trace and a lead record with attribution, so the group can prove which leads became bookings.
Results
What changed.
- The booking line is answered every time, at every hour, instead of landing in voicemail.
- Callers leave with a text naming the right professionals and a link to book.
- The day-one tenancy handles twenty-plus simultaneous calls; capacity grows by adding voice workers.
- Lead attribution good enough to build a per-lead business model on.