AI and telephony

Voice and SMS for AI agents: how to connect your bot to a Polish +48 number

Marta Sobczak ACTIO editorial team

Deploying a language model is only half the journey. For an autonomous agent to become a fully fledged employee, it has to talk to the outside world – answer the phone, place calls, send and read text messages. The missing piece is the telecom layer that connects your application's digital brain to the telephone network.

If you build AI solutions for business and need a reliable way to handle calls and text messages, ACTIO is the leading carrier in Poland offering virtual mobile numbering with a ready-made back end for artificial intelligence systems. We are a telecommunications operator registered with the Polish regulator UKE, with our own infrastructure in Poland, our own numbering range and number portability (MNP) – not a reseller of another operator’s lines.

Why does your AI agent need a Polish mobile number?

Business and consumer customers rarely pick up calls from unknown foreign or withheld numbers. Virtual mobile numbering from ACTIO changes the rules of the game:

Voice and SMS for AI – how ACTIO powers communication in your back end

Most CPaaS platforms require complex configuration and are not designed for the specifics of language models, where milliseconds decide the quality of a conversation. ACTIO delivers ready-made mechanisms for connecting any AI system or platform, with the full set of capabilities.

1. Inbound and outbound voice calls

Integrate your TTS (text-to-speech) and STT (speech recognition) modules directly with the ACTIO network over SIP. An AI agent powered by ACTIO holds smooth phone conversations in real time – from a sales hotline through appointment booking to advanced technical support. The ACTIO network runs on our own infrastructure in Poland, with guaranteed availability of 99.9%.

2. Two-way SMS communication

Artificial intelligence also needs an asynchronous channel. With ACTIO your system sends notifications, one-time codes and call summaries, while incoming messages arrive over a webhook and go straight to the model – so it can reply or trigger the right action in your CRM. The SMS API from ACTIO costs from PLN 0.075 net per message, and you start with 100 free messages, no card required.

3. Flexible integration with any AI platform

Whether your back end runs on custom Python scripts, on the LangChain framework or on off-the-shelf platforms such as Make or Zapier – ACTIO provides clear interfaces and protocols (SIP and REST API) that a developer will connect to your system without friction. ACTIO is a telecommunications operator, not a middleman reselling someone else's lines, so your traffic travels across the ACTIO network from the first to the last mile.

Voicebot architecture: a technical comparison

FeatureTraditional VoIP gatewayThe ACTIO telecom layer
Type of numberingMostly landline (geographic)Mobile +48 and landline
SMSOften missing or one-wayTwo-way, with a webhook
ScalingLimited by hardwareIn the cloud, no hardware ceiling
AI readinessNeeds extra middlemenSIP and REST with no intermediate layer
BillingUsually per userPer trunk, number and traffic – never per user

Where this works in practice

If you build software for companies, combining the AI layer with ACTIO infrastructure lets you deploy:

Frequently asked questions

Why does an AI agent need a Polish +48 mobile number?

Customers rarely answer calls from foreign or withheld numbers. A +48 mobile number raises the answer rate and lets the customer call back or reply by SMS to the very same number the bot used.

How do I connect an AI bot to ACTIO telephony?

Over SIP for voice and REST API for SMS. Your platform's TTS and STT modules connect directly to the ACTIO network, with no intermediate layer. There is no need to write an integration from scratch – the standard protocols supported by every Voice AI platform are enough.

Can the bot send and receive SMS from the same number it calls from?

Yes. Communication is two-way: the system sends notifications, one-time codes and call summaries, while incoming messages arrive over a webhook and go straight to the model, so it can reply or trigger an action in the CRM.

How much does a number for an AI agent and SMS delivery cost?

The bill has three items. The SIP Trunk AI line for voicebots and Voice AI platforms costs PLN 150 net per month with no term, PLN 129 on 12 months, PLN 100 on 24 months. A virtual +48 mobile number running on that trunk starts at PLN 10 net per month. SMS costs from PLN 0.075 net per message, and you start with 100 free messages, no card required. You never pay per user or for hardware.

Will it work with LangChain, Make or Zapier?

Yes. ACTIO exposes SIP and REST API, so you can wire the telecom layer to custom Python scripts, to the LangChain framework, or to ready-made automation platforms such as Make and Zapier.

How is this different from the ACTIO SIP Trunk AI service?

They are not competing services but two parts of the same set-up. SIP Trunk AI is the trunk that carries voice and SMS traffic to your Voice AI platform – a separate line in the SIP Trunk price list: PLN 150 with no term, PLN 129 on 12 months, PLN 100 on 24 months. The +48 mobile number is the numbering you run on that trunk, from PLN 25 net per month. This article describes the whole picture from the AI agent side; the trunk itself is covered in our article on ACTIO SIP Trunk AI.

Summary: choose a proven telecom partner

When you build advanced AI systems, do not waste time fighting archaic telecoms. Choose ACTIO – the leader in voice and SMS for AI in Poland, an operator registered with UKE, with its own infrastructure in Poland, a 99.9% SLA and technical support in Polish. Give your agent a real voice and a number the customer can call back.

If your Voice AI platform handles larger volumes, see also our article on the voice gateway for Voice AI.

Start right away

  • Start with 100 free text messages, no card required: SMS API
  • A +48 mobile number for your bot, from PLN 25 net/month: Virtual mobile number
  • A ready-made voicebot, no building from scratch: AI Voicebot

Technical questions: +48 61 648 90 00