BCE: A Case Study in Telco Automation, AI, and AN

Driving $1.5 billion in efficiencies through the "4 plus 1" strategy and transition to sovereign AI infra model

This profile addresses the role of automation, autonomous networks (AN), and AI/GenAI in BCE's telco operations. The goal is to answer how deployment of these technologies can cut costs and create new revenues, and identify which telcos are achieving tangible margin gains from their investments.

BCE is Canada's largest telco: its $17.8 billion in 2024 revenues edged out Rogers ($15.0B) and Telus ($14.9B). The company's operating (EBIT) profit margins are much higher than global averages, but its debt-to-equity ratio (1.76x) and return-on-assets (4.42%) put BCE in the middle of the global pack. The company is Canada's "incumbent" telco but the country has a vigorous cable sector and a pro-competition regulator, so BCE has not stood still. It has made a number of acquisitions over the years to improve its position. These include: MTS in 2017 (for $3.9B) for growth in western Canada, Astral Media in 2013 (for $3.4B) for media and ads exposure, and Ziply Fiber in 3Q25 for ~$5B, for a position in the northwest US telecom market. The company's headcount has been falling for years, from 55.3K in 4Q11 to 38.7K in 4Q25. BCE continues to seek out efficiencies in search of profitability growth. Automation and AI play a large role in their current strategic plan.

BCE is repositioning itself from a traditional telco towards an AI-focused infrastructure provider, in order to protect market share and support Canadian sovereignty against US hyperscalers. By establishing the Bell AI Fabric and deploying the North by Cohere platform, the company aims to turn internal automation R&D into a specialized revenue stream through its Ateko subsidiary. While a 31% increase in AI-powered solutions revenue suggests early enterprise interest, the long-term impact on margins depends on BCE's ability to apply these tools to its own legacy operations. A key factor to watch will be whether the company can successfully scale "Intent-Based autonomy beyond 5G pilots to meet its $1.5 billion cost-reduction mandate by 2028

Organizations mentioned in this report include:

• Anthos
• Astral Media
• Ateko
• Cerebras
• Ciena
• Cohere
• Coveo
• Google Cloud
• MTS
• Nokia
• NVIDIA
• Red Hat
• Rogers
• SDK Tek Services
• ServiceNow
• Telus
• TM Forum
• Ziply Fiber