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VocaAI

The technology behind VocaAI.

A real-time voice agent that answers the phone, understands the caller, and gets work done on the call — in every major European language. Under the hood it's a streaming, low-latency pipeline engineered end to end by 23 Solutions. Here's how it works.

Answertelephony Listenspeech-to-text Understandlanguage model Actintegrations Speakspeech synthesis REAL-TIME LOOP · SUB-SECOND LATENCY BUDGET

Every conversation runs one tight loop, many times a second, for the length of the call. No single step is exotic — the craft is in the seams between them: the latency budget, the turn-taking, and the recovery when a caller does something the script never imagined.

Answer

Calls connect over standard SIP telephony with sub-second pickup — inbound or outbound, many at once. No queue, no voicemail, no missed opportunity.

Listen

Streaming speech-to-text transcribes the caller as they speak, with voice-activity detection tracking the exact moment a thought ends — so the agent responds in the natural rhythm of a conversation.

Understand

A language model reads intent in context — capturing the details a booking needs, remembering what's already been said — steered by a per-industry playbook and strict guardrails.

Act

Through live function calls it checks real availability, books the slot, creates the lead, or routes the request — acting on the business's actual calendar and CRM, never a canned script.

Speak

Low-latency speech synthesis answers back with natural prosody, and handles interruptions gracefully — callers can barge in mid-sentence and still be understood.

What made it hard

The engineering behind an effortless call.

Wiring a language model to a phone line makes a demo. Making it dependable enough to put a real company’s front desk on it is a different discipline entirely — and it’s where the work, and the value, actually live.

A latency budget, not a hope

Conversation dies in the pauses. We account for every millisecond across the pipeline — streaming and overlapping each stage — so replies land in the rhythm of natural speech, barge-in included.

Multilingual by design

One system recognises, reasons, and replies across every major European language — and can switch mid-call — without a separate build per market.

Guardrails & compliance

The agent stays on-task where it matters: clinics and legal callers receive information, never advice; regulated and sensitive verticals carry the right tone and limits by design.

Reliability at scale

Real businesses route their front desk to this. It's built for 24/7 uptime, high call concurrency, graceful degradation, and a clean hand-off to a human when that's the right call.

Integrations that actually commit

A booking only counts when it lands in a real calendar against real availability. VocaAI reads and writes live business systems, with confirmations the caller can rely on.

Engineered for the cost per minute

Voice AI succeeds or fails on unit economics. We tune the pipeline to keep a spoken minute cheap enough to build a durable, profitable product around.

Architecture at a glance

Five layers, one seamless conversation.

VocaAI is a layered platform, not a single script. Each layer is independently observable and replaceable — so the system keeps getting better as models, voices, and telephony evolve, with no rebuild and no downtime for the businesses that depend on it.
Telephony & mediaLayer 1
SIP trunksinbound & outboundcall routingstreaming audiobarge-in
Real-time AILayer 2
streaming speech-to-textlanguage understandingspeech synthesisvoice-activity detection
OrchestrationLayer 3
dialogue stateintent & slot fillingguardrailsconfirmationshuman hand-off
Business integrationsLayer 4
calendarslive availabilityCRMnotificationslead capture
Control planeLayer 5
multi-tenant config20+ vertical playbooksobservabilityanalytics & dashboard
Built by 23 Solutions

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Designed, developed & distributed by 23 Solutions

23 Solutions  ·  VocaAI is a product of 23 Solutions  ·  vocaai.eu