Huawei leads AI and networking at MWC 2026

From agentic networks to AI infrastructure and intelligent operations, Huawei lays out its full-stack vision for carriers at MWC Barcelona.

Huawei used MWC Barcelona 2026 to stake out an ambitious position at the intersection of telecommunications and AI, unveiling a sweeping set of announcements that span carrier strategy, compute infrastructure, and network operations.

Taken together, the launches signal that Huawei sees the next phase of connectivity not as an incremental upgrade, but as a fundamental shift–from the mobile internet to what the company is calling the "agentic internet era."

5G-A x AI: Redefining the value of connectivity

Li Peng, Huawei's Senior Vice President and President of ICT Sales & Service (pictured above), opened proceedings with a keynote framing a carrier’s opportunity worth ten trillion dollars. His central argument: as AI proliferates across industries, networks will no longer exist solely to connect people–they will connect hundreds of billions of agents, each with its own compute, data, and latency requirements.

Li proposed the formula "5G-A x AI" as the strategic upgrade path for carriers, enabling them to monetise not just traffic and network experience, but AI services themselves. With more than 300 carriers globally having already launched new packages since 5G commercialisation seven years ago, Li argued that experience monetisation–built on deterministic, premium network performance–is the next growth lever.

More than 30 leading carriers have already launched experience-based packages leveraging 5G SA and 5G-A capabilities, monetising parameters like speeds and latency.

On the services side, Li outlined how AI integration into calling, home broadband, and enterprise workflows creates new value pools. AI-enhanced calling services are already in large-scale commercial use in China and South Korea. For homes, AI lifestyle assistants and network optimisation tools are enabling carriers to differentiate beyond raw throughput.

For business, the convergence of 5G-A and AI in industrial environments promises to compress production cycles–with AI-enabled factories able to respond to demand in seconds and deliver new products in hours.

SuperPoD: Building the compute backbone for agentic AI

Underpinning that vision is raw compute. Seaway Zhang, President of Huawei's Computing Product Line, unveiled the latest SuperPoD family at MWC–including the Atlas 950 SuperPoD and TaiShan 950 SuperPoD–in their first global debut. The announcements come as AI model complexity is escalating rapidly: trillion-parameter models and 10-trillion-scale data training are becoming the norm, driving a ten to hundredfold increase in compute demand compared to earlier generative AI workloads.

The Atlas 950 SuperPoD, powered by Huawei's UnifiedBus interconnect, integrates 64 NPUs per cabinet and can scale to 8,192 NPUs–positioning it for large-scale AI training and high-concurrency inference at carrier grade.

For operators with more modest starting points, the Atlas 850E supports flexible deployment in standard air-cooled data centres, scaling from 8 to 1,024 NPUs to enable a smooth transition from small inference workloads to cluster-scale operations.

On the general-purpose compute side, Huawei introduced what it claims is the industry's first TaiShan 950 SuperPoD, delivering hundred-nanosecond-level latency, terabyte-level bandwidth, and memory pooling. The TaiShan 200 and TaiShan 500 series round out the portfolio to cover a range of carrier compute requirements. Huawei also reaffirmed its open source commitments, with CANN–its compute acceleration software–supporting frameworks including PyTorch, vLLM, and SGLang.

AI-Native operations: Agentic BSS, SmartCare, and AUTINOps

The third pillar of Huawei's MWC push was operational intelligence. Bruce Xun, President of Huawei Global Technical Service, launched what the company describes as the industry's first AI-Native framework for intelligent operations, accompanied by three new-generation solutions: Agentic BSS, SmartCare Intelligence, and AUTINOps.

Xun framed AI-nativeness as a systemic commitment rather than a feature add-on–a framework built on three pillars: outcome-oriented design, digital twin and domain-model-driven optimisation, and agentic operations that blend human expertise with autonomous digital workflows.

Agentic BSS introduces a Digital Manager Agent that continuously segments users and models consumption patterns, coordinating with Offer, Product, and Assessment agents to design and launch new service packages within hours. SmartCare Intelligence leverages large models–UELM and BSLM–to analyse network data in real time and proactively push optimisation solutions, shifting the paradigm from reactive support to always-ready network quality.

AUTINOps, meanwhile, uses a cross-domain digital twin network to scan for risks continuously, eliminating potential failures before they occur (T-1) and accelerating recovery when they do (T0)--what Huawei terms a "Dual Protection" O&M model.

Xun was direct about the limits of AI in isolation: without robust connectivity and sufficient compute, intelligence remains siloed. The solutions are designed to work in concert with Huawei's network and infrastructure portfolio, reinforcing why the company is positioning all three MWC announcement tracks as components of a single architecture.

A full-stack bet on the agentic future

What stands out about Huawei's MWC 2026 presence is the coherence across announcements. Where many vendors show individual products, Huawei is presenting a layered thesis: carriers need the strategic vision to evolve beyond traffic monetisation (5G-A x AI), the compute infrastructure to support next-generation AI workloads (SuperPoD), and the operational intelligence to manage increasingly complex networks autonomously (AI-Native framework).

The company is also accelerating its path to Level 4 autonomous networks–a target it is pursuing through AI-Centric Network solutions across services, network elements, and management layers.

For carriers in APAC and beyond weighing their AI infrastructure bets, Huawei's MWC showing makes clear that the company intends to be a full-stack partner in that transition–from the antenna to the data centre to the OSS/BSS layer.

Whether that proposition can cut through amid ongoing geopolitical scrutiny in certain markets will remain a central question as the industry moves deeper into the agentic era.