Voice agents

Voice agents that answer, understand and resolve

We build complete voice agents: they answer calls in a natural voice, understand what the caller wants and sort it out on the spot (bookings, enquiries, appointments, follow-ups) or hand the call to a person. We can start from an off-the-shelf platform or build the agent piece by piece on your servers, depending on what your case needs.

The problem

  • Missed calls out of hours or at peak times: customers who go elsewhere.

  • Skilled staff answering the same questions over and over.

  • “Press 1” phone menus or generic assistants that sound robotic and resolve nothing.

Specialty: voice agents

Inside a voice agent

Two years ago, an agent that holds a phone conversation in natural Spanish and replies in under 2 seconds was within reach of very few companies. Today it is viable for a hotel chain or a construction company, as long as these six pieces work together in real time. We have built and integrated all of them in a project with real calls.

  1. Telephony

    The call comes in through your phone system or number, without changing carrier.

    SIP · Asterisk · codecs
  2. Audio

    Cleans up the sound: echo cancellation, noise reduction and volume control.

    AEC · NS · AGC
  3. Listens

    Transcribes in real time and detects when the caller has finished speaking.

    Streaming STT
  4. Reasons

    Understands the request, looks up your information and decides what to do.

    LLM · RAG · tools
  5. Speaks

    Replies in a natural voice, and stops talking if the caller interrupts.

    TTS · interruptions
  6. Measures

    Every turn is traced: latency, quality and errors, so it improves with real calls.

    Tracing · metrics
< 2 send to end, from the moment the caller stops speaking until they hear the reply
  • Natural Spanish: turn-taking, tone and vocabulary tuned on real calls
  • Can run entirely on your servers, with no audio leaving your network
  • Connected to your systems to resolve things, not just to answer

Our approach

Integrate, combine or build: whatever your business needs

Some platforms can set up an agent in an afternoon, and some cases need more than that. We know both options from the inside, so we choose the one that fits your volume, your budget and your data, and change it if your case evolves.

  1. 01 · Integrate

    Off-the-shelf platforms, properly connected

    When speed and cost come first, we start from existing platforms and do what they don't: connect them to your systems, your data and your rules.

    For validating quickly or moderate volumes.

    ElevenLabs · OpenAI · Deepgram · n8n

  2. 02 · Combine

    Market models, custom logic

    The best models available with a custom layer of orchestration, tools, quality checks and traceability. The critical parts stay in your hands.

    When the AI has to work on your real processes.

    Claude · GPT · Bedrock · Langfuse

Many projects start by integrating and only move to custom development where it adds value. No lock-in to any provider.

How it works

Custom phone agents that answer at any hour and resolve or route calls according to your rules.

  1. Listens

    Turns the caller's speech into text in real time, in Spanish and other languages depending on the case.

  2. Understands

    A language model works out the request and looks up the information it needs.

  3. Acts

    Records the booking or enquiry, or transfers the call to a person along with the context.

  4. Replies

    Answers in a natural voice in under 2 seconds, and can be interrupted just like a person.

What's included

  • Choice of architecture: platform, combined or fully custom
  • Conversation design in your brand's tone of voice
  • Connection to your phone system or number
  • Integration with your booking system, CRM or ERP
  • Transfer to a person when needed
  • Transcripts and a dashboard to review every call
  • Testing with real calls before opening it to customers

What you get

  • Calls handled out of hours and at peak times; whatever it cannot resolve is passed on or noted down
  • Your team spends its time on the cases that really need it
  • Every call is logged and can be reviewed

Technology

  • SIP · Asterisk
  • Whisper · Deepgram
  • vLLM · Mistral
  • Claude · GPT
  • Piper · ElevenLabs
  • OpenAI Realtime
  • Langfuse

Where it fits

Where it fits

  • Example

    Hotels and tourism

    Bookings and common questions outside reception hours.

  • Example

    Clinics and healthcare

    Appointment management, with the data kept on your servers.

  • Example

    Customer service

    A first line that handles the routine and passes on the rest.

Related project

< 2 s

response time, end to end

Business call centre

Private voice agent on the client's own servers

A complete Spanish-language voice agent, connected to the phone system and tested on real calls, with no data leaving the client's network.

View the project

Frequently asked questions

Voice agents

Does it sound like a robot?

No. It uses natural voices and is tuned for fluent conversation: it replies in under 2 seconds and can be interrupted.

Do you build it with ElevenLabs, Vapi or similar?

If that's the most viable option, yes. But we also build the complete agent (telephony, audio, speech recognition and synthesis, an open language model on your GPU) when you need more privacy, higher volume or a level of control those platforms don't give you.

Which languages does it work in?

Our production experience is in Spanish. Other languages, such as English, are configured and validated during the pilot with test calls.

Do the conversations leave my company?

It can run in the cloud or on your own servers. In the on-premises version, neither the audio nor the data leaves your network.

Tell us what you want to solve.

A 30-minute conversation is enough to know whether we can help and how. No commitment.