Achieving Operator Growth in the AI Development Era

Key Takeaways

• Agentic Operations paradigm targets user, experience, O&M.
• Kenya GTM reduced time-to-market to one week.
• Hong Kong AHT cut 30% with AI contact centre.
• South Africa added 500k HBB users via AI data agent.
• APAC per-grid revenue rose 6.4% using Telco Twins.

Summary

At MWC Barcelona 2026, Huawei introduced an “Agentic Operations” framework for telecom operators, leveraging AI agents across user interaction, experience operations, and network O&M. The approach showcased rapid GTM acceleration in Kenya, a 30% reduction in handling time in Hong Kong, and significant subscriber growth and revenue gains in South Africa and APAC. Huawei emphasized shifting from incident‑based to risk‑based management to achieve 99.99% reliability, supported by Telco Twin and domain‑specific models. Collaboration with TM Forum and GSMA aims to standardize the paradigm industry‑wide.

Pulse Analysis

The telecom industry is at a crossroads as AI moves from experimental pilots to core network functions. Huawei’s Agentic Operations framework reframes traditional workflows, replacing manual “human‑to‑system” interactions with autonomous agents that orchestrate billing, CRM, and service delivery in real time. By embedding AI into the Business Support System, operators can launch digital services within days rather than months, a speed that directly addresses the competitive pressure from over‑the‑top platforms and evolving consumer expectations.

Early deployments illustrate the tangible upside. In Kenya, a joint Idea‑to‑Cash solution compressed time‑to‑market to a single week, while Hong Kong operators saw average handling time drop 30% after integrating AI contact‑center assistants. South African networks added half a million home‑broadband users through a single AI data analysis agent, and an APAC operator lifted per‑grid revenue by 6.4% using Telco Twin‑driven planning. Across regions, mean‑time‑to‑repair fell 30% and NOC efficiency rose 20%, underscoring how risk‑based, service‑centric O&M can boost both reliability and profitability.

Beyond individual gains, the initiative signals a broader shift toward industry‑wide standards. Huawei’s partnership with TM Forum and GSMA seeks to codify agentic processes, ensuring interoperability and shared best practices. As operators adopt risk‑management models that target 99.99% uptime, the balance of human expertise and AI‑driven automation will define the next wave of telecom innovation, opening new monetisation pathways while safeguarding network robustness.