AI becomes network architecture

Home RCR Wireless News AI becomes network architecture

If Day 1 established AI as MWC Barcelona 2026’s dominant narrative, Day 2 made it clear that operators are now embedding intelligence directly into network architecture.


AT&T outlined how it is tightening integration with hyperscalers — embedding last-mile fiber and 5G into AWS metro environments, pushing AI deeper into the RAN alongside Ericsson, and expanding its edge ecosystem with Microsoft Azure. AI, it appears, is becoming foundational to how networks are engineered, operated, and monetized.


T-Mobile US reinforced that shift toward AI-native infrastructure, advancing collaborations with Qualcomm, Deutsche Telekom, Ericsson, and Nvidia to support sensing-enabled, software-driven networks on the path to 6G.


Beyond the operators, vendors are accelerating the move toward programmable networks. Nokia expanded its Network as Code ecosystem with Google Cloud, embedding API-based agentic AI to make telecom networks consumable by enterprise developers and intelligent agents. In parallel, Singtel and Ericsson positioned 5G-Advanced as a programmable, AI-powered platform designed to support enterprise use cases, immersive technologies, and IoT innovation.


Across metro, RAN, and edge, the pattern is consistent: AI is becoming the control layer of telecom, reshaping infrastructure design, developer ecosystems, and the competitive dynamics of the industry.


Follow along as RCR continues its coverage of MWC 2026. 

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Catherine Sbeglia Nin
Managing Editor
RCR Wireless News

RCR Top Stories

AT&T – edge, RAN, metro: AT&T is tightening its ties with hyperscale cloud partners — embedding last-mile fiber and 5G directly into AWS environments, pushing AI into the RAN, and expanding its edge ecosystem with Microsoft.

T-Mo – AI-native networks: From expanded work with Qualcomm to joint 6G initiatives with Deutsche Telekom and AI-RAN efforts T-Mobile US’ announcements underscore a broader shift toward intelligent, AI-native networks.

Verizon – private 5G rejig: Jennifer Artley, in charge of private 5G at Verizon Business has left. The news compounds unease in the market following Nokia’s decision to quit. Verizon Business remains focused, it says.

DT – agents, enterprises: At MWC 2026, Deutsche Telekom outlined its expanded AI strategy that includes a secure German “AI factory,” smart consumer and home automation concepts and its Magenta AI call assistant.

Vodafone – NTN safeguards: Vodafone’s CEO Margherita Della Valle has urged the telecom industry to establish global satellite safeguards as operators in ten European markets aligned on a joint initiative using AST SpaceMobile satellites.

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Beyond the Headlines

Total structural reset: AI is already a mobile-native workload, pushing networks beyond SLA-based capacity toward deterministic, programmable architectures connecting data centers, transport, and the edge, said Nokia’s Justin Hotard.

Huawei – optical nets for AI: Huawei presented next-generation optical network products structured around “AI for networks” and “networks for AI,” targeting improved performance, lower energy consumption, and reduced latency.

Sponsored Huawei – AI-centric solutions: Huawei is showcasing enhanced AI-centric network solutions at MWC Barcelona 2026, unveiling U6 GHz products to boost 5G-A and pave the way to 6G. 

Sponsored Huawei – agentic 5G-A era: Huawei’s Li Peng has outlined a push toward an agentic Internet era, urging carriers to harness 5G-A and AI to monetize network experience and AI services, unlocking a potential $10 trillion market.

Sponsored ZTE – new network paradigm: ZTE’s AIR MAX framework was spotlighted at MWC Barcelona 2026, unveiling a three-layer, AI-native mobile network architecture built on a 10-block stack to boost infrastructure intelligence.

What We're Reading

Qualcomm – personal AI (AI-wear): Qualcomm has unveiled the Snapdragon Wear Elite platform to power “personal AI” on wearables, integrating on-device AI through a dedicated NPU, boosting device performance and efficiency.

Nokia – no-code, and GCS APIs: Nokia expanded its Network as Code ecosystem with more than 75 global partners and teamed with Google Cloud to embed API‑based agentic AI, making networks programmable and consumable.

Telefónica – pro-tech regulation: Telefónica’s chairman Marc Murtra has urged the EU to boost industry scale, adopt pro‑technology regulation and speed decision‑making to strengthen Europe’s technological sovereignty.

Ookla – acquired by Accenture: Accenture has agreed to acquire Ookla to strengthen its network intelligence, analytics and AI‑driven experience offerings for enterprises and CSPs, integrating data assets like Speedtest and Downdetector.

Cisco – state of industrial AI: Cisco’s State of Industrial Networking Report highlights global industrial networks are prioritising cybersecurity, IT/OT collaboration, and readiness for AI‑driven transformation.

Rakuten – new Samsung O-RAN: Samsung will supply O‑RAN‑compliant 5G radios to Rakuten Mobile for its nationwide, fully virtualized Open RAN network in Japan, accelerating its 5G expansion. Commercial deployment expected this year. 

Singtel – programmable 5G-A: At MWC Barcelona 2026, Singtel and Ericsson unveiled a strategic partnership to accelerate 5G Advanced as a programmable, AI‑powered platform for enterprise, immersive tech and IoT.

LoRaWAN – IoT for physical AI: The LoRa Alliance has detailed how LoRaWAN and physical AI are converging — enabling on‑device, core, and application‑level AI to boost IoT intelligence, efficiency and value across edge networks.

Keysight – RAN uplink optimization: Keysight and MediaTek have unveiled a working prototype advancing AI‑driven uplink optimization and model life‑cycle management for next‑gen radio access networks.

Amdocs – AI app development: Amdocs is teaming up with Microsoft to deliver AI-accelerated application modernization, combining Amdocs’ agentic services with Microsoft’s AI stack to help enterprises modernize faster and at scale.

BICS, Syniverse – 5G SA roaming: Syniverse and BICS are accelerating global 5G Standalone roaming, integrating their 5G signaling hubs and peering arrangements so more operators can offer seamless, secure 5G SA roaming.

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