Enterprise voice agents — calls answered, qualified, and booked in real time
Answers on
the first ring
Checks before
it commits
Hands over
with context
© 2026
AgenticMVP
agenticmvp.dev
AgenticMVP — Flagship
Voice agents that answer the phone, work out what the caller wants, and book the outcome in your systems — on a real number, with a defined path to a human the moment one is asked for.
AgenticMVP — Flagship
Voice agents that answer the phone, work out what the caller wants, and book the outcome in your systems — on a real number, with a defined path to a human the moment one is asked for.
Answers on
the first ring
Checks before
it commits
Hands over
with context
© 2026
AgenticMVP
agenticmvp.dev
What arrives
A person talking, at their own pace.
Not a menu, not a form. Someone half-explaining what they want, interrupting themselves, trailing off. This is the raw signal — and on its own it means nothing to your systems.
What it hears
Speech, resolved into words.
Deepgram transcribes the stream as it arrives, so the agent is reasoning before the caller has finished the sentence. The pauses matter as much as the words: they are where it knows it may speak.
What you get
An instruction your systems can act on.
Claude pulls the structure out of what was said, checks it against live data before committing to anything, and Cartesia speaks the confirmation back. What lands in your CRM is a booking, not a recording.
Outcome
Inspection booked
Sat 11:00 · 14 Hall St, Bondi
Logged to CRM · agent notified
Illustrative — sample call
What it takes on — and what it will not do
agenticmvp / scopeInbound qualification
Answers immediately, works out what the caller actually wants, and either books them in or routes them — instead of a voicemail nobody returns.
Outbound follow-up
Calls back the enquiries that would otherwise go cold, at the hour a person is likely to pick up, with the earlier conversation already in context.
Booking and rescheduling
Reads live availability and writes the appointment, so the calendar is the source of truth rather than a note someone has to action later.
After-hours cover
The hours you currently lose entirely. The agent does not get worse at 11pm, and the handover note is waiting when the team opens.
The audit scopes which of these goes live first
The refusals
It does not guess at facts. Availability, pricing, and stock are read from your systems at the moment of the call, and if a system is unreachable it says so rather than inventing an answer.
It does not impersonate a person. Callers are told what they are speaking to, and the recording and consent posture is settled in the audit, against the rules of the jurisdiction you operate in.
It does not trap anyone. A request for a human is an escalation path, not an objection to handle — the transfer carries the transcript so nobody repeats themselves.
It does not act outside its scope. What the agent may read, write, and commit to is enforced in code, not asked for in a prompt, and every call leaves an append-only record.
Six components, one conversation
agenticmvp / stack01
Carrier
Twilio SIP, so it is a real phone number on your existing line, not a widget on a page.
02
Transport
LiveKit carries the audio both ways in real time and holds the session open through network churn.
03
Hearing
Deepgram transcribes the stream as it arrives, so reasoning starts mid-sentence rather than after it.
04
Reasoning
Claude decides what was meant, what to check, and what it is allowed to commit to.
05
Speech
Cartesia speaks the reply back with the turn-taking timed so the caller is not talked over.
06
Record
The outcome lands in your systems as structured data, with the transcript attached to it.
Every stage is replaceable. There is a second, interchangeable path that runs the whole conversation through xAI Grok Voice instead, and the choice between them is a decision made in the audit against your latency, cost, and data-residency constraints — not a preference baked in before we have met your systems.
Where it already runs
An AI ISA for real-estate agencies
Our furthest-developed vertical product is a managed inside-sales agent for agencies: a concierge that qualifies prospects against live listings, books inspections, and hands the agent a lead that is already understood. Voice is one surface on it — the same brain also answers on the web and over WhatsApp, so a conversation that starts on the phone can finish in a thread without restarting.
Qualifies
against live listings, not a static script
Books
inspections into the agency calendar
Hands over
with the transcript and the context attached
Follows up
on the enquiries that would otherwise go cold
Frequently asked questions
agenticmvp / voiceIs this a phone number, or a widget on a website?
Both, from the same agent. Voice runs over a real Twilio SIP number so it answers your existing line, and the same reasoning also serves web chat and WhatsApp — a caller who starts on the phone can continue in a thread without repeating themselves.
What happens when a caller asks for a person?
It transfers. A request for a human is treated as an escalation path, not an objection to overcome, and the handover carries the transcript so nobody has to start again. Which calls escalate automatically is defined during the audit.
Can it make things up?
It reads availability, pricing, and stock from your systems at the moment of the call rather than from memory. If a system is unreachable it says so instead of guessing, and what it is permitted to read, write, or commit to is enforced in code rather than requested in a prompt.
Which models and vendors does it use?
Twilio SIP for the number, LiveKit for real-time transport, Deepgram for transcription, Claude for reasoning, and Cartesia for speech. There is a second interchangeable path that runs the conversation through xAI Grok Voice instead. Which one you get is decided in the audit against your latency, cost, and data-residency constraints.
How does it handle recording and consent?
Callers are told what they are speaking to. The recording, retention, and consent posture is settled during the audit against the rules of the jurisdiction you operate in, and every call leaves an append-only record.
What is your phone costing you after hours?
Book an audit. We walk your business, show you where the hours and margin are going, and put the findings in writing — yours to keep either way.