Weaver Labs x Madevo: Building the Intelligent Networks of the Future

By Weaver Labs


At Weaver Labs, our mission has always been to make connectivity more open, programmable, and intelligent. And now, that mission is accelerating into its next chapter.

Today, we’re officially announcing our strategic partnership with Madevo AI. A collaboration that has been quietly maturing behind the scenes and is now ready to redefine what’s possible in the telecom networks industry. This is the moment when innovation that has been evolving in the background becomes the foundation for the intelligent networks of tomorrow.

Over the past year, Weaver Labs and Madevo AI have been collaborating closely to integrate intelligence into the core of telecom networks, combining Cell-Stack, our distributed network software, with Madevo AI’s agentic AI, designed for real-time, adaptive systems and next-generation automation.

Together, we’re pushing the boundaries of what telecom infrastructure can become: living, learning systems capable of continuous optimisation and autonomous decision-making.

From Connectivity to Cognition: Madevo AI’s Privacy-First Agentic AI

Telecom networks are changing fast. As the industry moves toward 6G and fully AI-native architectures, networks are no longer passive transport layers; they’re transforming into intelligent ecosystems capable of reasoning, adapting, and improving on their own.

This is where Madevo AI steps in.

Madevo AI’s agentic AI is built to make digital systems autonomous, able to perceive, decide, and act based on their environment. Critically, it’s built on a privacy-first architecture, running securely at the edge or on-premise so operators maintain full control of sensitive operational data.

Integrated with Cell-Stack, this technology adds a new layer of secure, autonomous intelligence directly into the network fabric.

As a result, networks can now:

  • Learn from real-time events and behaviours
  • Adapt dynamically to demand and performance conditions
  • Optimise operations without manual intervention

And the impact is tangible.

Madevo AI’s predictive intelligence has delivered:

  • 50% reduction in machine downtime
  • 65% faster issue resolution

This is the groundwork for the networks of the future: smarter, more efficient, more resilient, and capable of evolving continuously.

Integration in Action: Cell-Stack Meets Agentic AI for Network Automation

At the core of this collaboration is Cell-Stack, Weaver Labs’ platform that abstracts and virtualises connectivity infrastructure to make it programmable, shareable, and open.

Through its integration with Madevo AI, Cell-Stack gains new abilities: to observe, reason, act, and learn.

In practice, this unlocks:

  • Conversational Intelligence: Query complex real-time network data in plain English via Madevo AI’s intuitive interface, enabling 65% faster issue resolution and removing the need for complex dashboards.
  • Privacy-First Deployment: Agentic AI runs where the data lives, on-premise or at the edge, ensuring secure, compliant processing for telecom and industrial clients.
  • Enhanced Automation: Intelligent agents detect anomalies, predict faults, and optimise resources, turning traditional networks into agile, learning environments.
  • Smarter Services: The same intelligence powering the network also elevates the applications built on top, from smart city systems to immersive fan experiences in stadiums.

This creates a powerful feedback loop where AI strengthens the network, and the network amplifies AI, a foundation for future 6G-native capabilities.

A Partnership Proven in Innovation: Driving 6G and Edge Networks

This collaboration is already delivering real-world impact, not as a promise, but as a proven foundation for the next generation of intelligent networks.

Weaver Labs and Madevo AI have joined forces on JOINER, the UK’s first national 6G accelerator, and ARANA, a live Stadium MK deployment led by Weaver Labs, showcasing Cell-Stack powering an ecosystem of applications, both designed to push intelligence closer to the edge and unlock AI-native capabilities long before the standard is formalised. These projects are showing how distributed connectivity and agentic AI can shift telecom networks from rigid, centrally managed systems to fluid, autonomous environments capable of self-optimisation.

JOINER: Where AI-Native Networks Are Being Built, Not Theorised

Within JOINER, Cell-Stack’s Hypervisor-as-a-Service (HaaS) is enabling open, vendor-neutral experimentation, a critical requirement for 6G networks that will need to be modular, interoperable, and adaptive.

Madevo AI’s intelligence layer sits on top of this programmable infrastructure, giving the network the ability to learn from experiments, react to conditions, and evolve in real time.

This isn’t a simulation. It’s a live testbed showing how:

  • Networks can make autonomous decisions
  • AI agents can optimise network slices dynamically
  • Intelligence can be embedded directly into the network fabric

The combination of HaaS and agentic AI is laying the groundwork for what future systems will require: networks that can reason, coordinate, and reconfigure themselves without human intervention.

ARANA: Intelligence Where It Matters Most, at the Edge

In ARANA, we’re taking a major step forward by bringing intelligence directly to the edge, where data is created, where latency matters most, and where autonomy becomes essential.

Here, Cell-Stack and Madevo AI are working together to demonstrate how AI-native edge networks can:

  • Detect and respond to anomalies instantly
  • Enable on-premise automation using privacy-first intelligence
  • Support new classes of applications that require real-time cognition

In this same deployment, Madevo also plays a key role on the fan-engagement side by delivering AI-powered applications, from live chatbot interactions to real-time insights that enhance the match experience.

These capabilities are reshaping how industries approach innovation, from manufacturing and logistics to smart infrastructure, and laying early foundations for what edge networks will enable in the 6G era: hyper-local, hyper-intelligent, fully autonomous systems built for real-world environments.

What’s Next for Madevo AI and Weaver Labs

We’re only just getting started.

In the coming months, Weaver Labs and Madevo AI will expand deployments, explore new use cases, and bring our joint capabilities into more live environments, demonstrating how distributed connectivity and agentic AI can come together to create networks that think, learn, and act.

This partnership is opening the chapter of a new era where connectivity becomes intelligence, and where networks evolve at the speed of innovation.

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