It answers, understands the business, qualifies the caller, books the slot and writes it to the CRM. Autonomously. On the first ring.
Anything can be scripted into a clean 40-second video. Only a real agent survives being talked over.
Every step after "hello" is deterministic work. It just happens to sit behind a conversation nobody had time to have.
First ring, any hour. No queue.
Answers from the client's own knowledge.
Their script. Structured answers, scored.
Real calendar. Books, routes or escalates.
SMS and email fired by the outcome.
Transcript and next action into the CRM.
It's tenancy, state, integrations and recovery. All of this is running today.
Everything above the second line stays with us: the context, the actions, the customer data and the business logic between the call and the outcome. A provider change is an operational task, not an existential one.
Five things we believe compound — each stated so it can be proven false, with the test that settles it.
The value is the work behind the call, not the talking.
Conversations generalise within an industry, not across all.
Per-tenant knowledge gets expensive to rebuild elsewhere.
Knowing where calls fail beats owning the model.
Staying above infrastructure keeps margin and optionality.
Valuation after crossing one billion calls, and being chosen by Amazon Ring over 40 rivals.
Tripled in eight months on a $350M Series D. Enterprise budget is moving, fast.
Those valuations chase enterprise contact centres. Nobody at that price point serves six vans.
That last number is our honest answer to "why won't Vapi just do this." It isn't technology. It's cost structure and customer size — and a team in Dhaka and Sacramento can serve a market they can't profitably reach.
The FCC treats AI voices as artificial voices under the TCPA. No software can guarantee compliance — it depends on how a business uses it. What software can do is make the safe path the default and every call auditable.
This is also why our wedge is inbound. When the customer places the call, most of the consent question does not arise. We hold no SOC 2, HIPAA, PCI or ISO 27001 and do not claim to.
The same platform serves every tenant. Adding a customer adds usage, not staff.
Planned launch pricing, per month. It is a management assumption until pilot cohorts validate it — which is also the only way to know real gross margin across three voice providers.
Every stage runs on the same engine. The expansion is conversation types, not a rebuild.
Phone-driven service businesses where a missed call is a lost job. Answer, qualify, book, follow up.
Support, reminders, retention calls, recruitment screening, order status. Same engine, new scripts and actions.
Every customer conversation captured, structured and acted on — across phone, SMS and chat, in one place.
Since 2019 he has built software, automation and growth systems for service businesses in the US and Bangladesh. The same failure appeared in almost every engagement: the client paid to make the phone ring, then lost the lead at the moment it rang. We built the voice system to close that gap for one client. It became clear it was a product, not a project.
A small core team, in-house. Not a marketplace, not rotating contractors — the people who built it are the people who run it.
Three phone-driven service businesses on real inbound traffic. Free while we learn — in exchange for a measured baseline and permission to publish the result.