Telecommunications

AI agents that keep telco service moving across systems, channels, and volume spikes 

Rasa helps telecommunications providers automate the workflows that define customer service, from plan changes and onboarding to troubleshooting, billing, and retention. AI agents operate across existing BSS, CRM, provisioning, voice, and digital systems to deliver faster resolution, more consistent experiences, and stronger operational control at scale.

Organizations including Deutsche Telekom, Swisscom, Orange, and T-Mobile use Rasa to handle millions of conversations, modernize voice and chat support, and automate high-volume service moments without losing control over how workflows behave.

Trusted by leading Telecommunications organizations.

How it works

Connect to Teleco Systems

Work across customer, billing, provisioning, and support systems so AI agents can act on real subscriber requests instead of just answering them.

1

Build Workflows That Actually Execute

Guide subscribers through plan management, troubleshooting, onboarding, billing, and retention moments using AI agents aligned to your policies, systems, and service logic.

2

Reuse What Works and Expand Faster

Build modular workflows that can be orchestrated across voice, chat, IVR, and digital channels, helping teams launch new service experiences faster while keeping operations consistent.

3
use cases

Built for high-value, high-stakes conversations

Subscriber account management

Handle the service moments that drive the highest support volume, including activations, plan changes, suspensions, top-ups, and number porting, with AI agents connected to real telco systems.

Troubleshooting & Outage Handling

Support connectivity issues, SIM problems, device setup, and outage scenarios with workflows that help subscribers move toward resolution while reducing pressure on human support teams.

Billing Support & Dispute Resolution

Help customers understand charges, payment issues, refund eligibility, autopay failures, and billing disputes through workflows connected to live account and policy data.

Onboarding and Service Activation

Help new customers move from signup to connectivity faster with guided workflows across verification, setup, activation, and service handoff.

Retention & Winback

Detect and respond to churn signals with more contextual service conversations around cancellations, contract renewals, complaints, and service dissatisfaction.

Offer Guidance and Plan Expansion

Support discovery of roaming packs, bundles, add-ons, and upgrades by matching subscribers to relevant offers that fit their usage, eligibility, and service needs.

AI agents that can handle real subscriber work

Rasa supports AI agents that do more than respond. They help subscribers complete the next step across account management, troubleshooting, billing, onboarding, and retention workflows.

  • Guide subscribers through high-friction service moments
  • Keep the interaction moving even when requests shift mid-conversation
  • Support the service workflows that matter most to containment and resolution
  • Make automation useful in the moments customers actually call about

Built for the telco stack

Rasa works with the systems behind service delivery, from billing and provisioning to CRM, IVR, and identity infrastructure.

  • Connect to existing telco systems without forcing replatforming
  • Support regional, operational, and infrastructure complexity
  • Operate within the environments providers already run
  • Give teams more flexibility than closed platform models

One reusable service layer across channels

Rasa helps providers turn repeatable workflows into reusable capabilities that can be orchestrated across voice and digital support.

  • Reuse workflows across voice, chat, IVR, apps, and messaging
  • Extend the same logic across plan management, support, onboarding, and billing
  • Reduce duplication across teams, channels, and markets
  • Scale customer service without multiplying complexity

Ownership and extensibility from day one

Rasa gives telecom teams control over how service workflows behave, how systems connect, and how the platform evolves over time.

  • Modify workflows, prompts, and integrations directly
  • Adapt quickly to new offers, policies, and service models
  • Extend the platform without vendor dependency
  • Build on a system your team can operate long term
38M+
conversations handled by Deutsche Telekom's Rasa agent
3x
automation rate achieved by Swisscom within two sprints
50%
reduction in operational costs at Swisscom after Rasa deployment

Our goal was to align cutting-edge AI technology with customer needs to provide seamless and innovative experiences. Partnering with Rasa allowed us to rethink how conversational AI could transform support.

Daniel Schupmann
Head of CAI/ GenAI @B2C and Digital Care Platforms/ Experience

We developed a real partnership with Rasa based on developing skills rapidly, correcting bugs quickly, and sharing a wish list with the dev team.

Richard Popa
Project Leader and Solutions Manager, Orange

See How Rasa Works for Telecommunications

See how telecommunications providers use Rasa to reduce service pressure, improve containment, and deliver more consistent support across voice, chat, and IVR.

Frequently asked questions

What telecommunications workflows can Rasa automate?

Rasa can automate workflows such as SIM activation, plan changes, troubleshooting, outage support, billing inquiries, onboarding, retention, and escalation support across voice and digital channels.

Can Rasa deploy on-premises to meet our data residency requirements?

Yes. Rasa is designed for regulated industries where data residency and infrastructure control are non-negotiable. You can deploy fully on-premises, in a private cloud, or in a hybrid configuration. Rasa does not require sending data to external cloud environments, and your LLM selection and model routing stay within your own infrastructure.

Can Rasa support both voice and digital telco experiences?

Yes. Rasa enables one coordinated system across voice, chat, IVR, apps, and messaging, helping providers deliver more continuous subscriber experiences across channels.

What happens when a customer's conversation crosses multiple topics or channels?

Rasa maintains context across the interaction so subscribers can switch topics, move between channels, or resume after interruptions without starting over. This is especially important in telecom, where one conversation often spans account questions, technical support, and billing in the same session.

Does Rasa integrate with existing BSS, CRM, and provisioning systems?

Yes. Rasa connects to existing telco back-end systems via APIs, webhooks, and custom Python actions — without requiring migration or middleware abstraction. Telcos typically integrate CRM, BSS, billing engines, provisioning systems, and identity platforms. Deutsche Telekom and Swisscom both run Rasa integrated with their production infrastructure, handling millions of transactions at scale.

How does Rasa support compliance and auditability for regulated telco markets?

Rasa helps providers keep service automation transparent and reviewable. Teams can inspect how a workflow ran, what context was used, and why an escalation or action happened. This supports consent tracking, dispute handling, operational review, and other requirements in regulated telecom environments.

Can Rasa handle multilingual support across regions andmarkets?

Yes. Rasa supports reusable workflows across languages and regions, helping providers deliver more consistent subscriber experiences without duplicating core service logic in every market. Swisscom's assistant runs in German, French, Italian, and English from a shared logic foundation. Deutsche Telekom uses Rasa across multiple European markets. 

How quickly can a telecom company deploy Rasa in production?

Rasa is designed for rapid iteration. T-Mobile built and launched its first production agent in two months. Swisscom rebuilt its assistant and achieved production-grade results within two sprints. Rasa's open framework, versioned flows, and CI/CD support allow teams to ship updates two to three times per week after initial deployment.

AI that adapts to your business, not the other way around

Build AI agents your telecom team can control and scale

The control of building in-house. The speed of buying off-the-shelf. The governance required to operate at enterprise scale.