BCE Inc. (BCE) | The Buildout — AI Infrastructure
The Verdict
BCE is Canada's largest communications company and operates wireless, wireline, and media businesses. Its AI-infrastructure role sits inside Bell AI Fabric, which builds sovereign AI data centers, and inside Ateko and Bell Cyber, which provide enterprise AI adoption, data engineering, analytics, and cybersecurity services. The company also connects AI workloads across its national fiber and wireless networks.
| Market Cap | — |
| Revenue (TTM) | $17.9B |
| Revenue Growth | +3.0% |
| EBITDA Margin (TTM) | 65.1% |
| Net Debt | $30.0B |
| Earnings Beats | 5 of 7 |
| P/E (TTM) | — |
| EV/EBITDA (TTM) | — |
What We Like
- AI Fabric held about 335 MW of contracted capacity at Q2 2026, roughly 90% of the 373 MW 2028 plan; management says line of sight is 800 MW but not contracted.
- AI-powered solutions produced approximately $700 million of revenue in FY2025, up about 60% YoY; management targets $1.5 billion by 2028.
- Saskatchewan's 300 MW anchor AI facility is under construction with piling complete and structural steel underway; first phase operations expected H1 2027 and full run-rate across four data halls by end-2027.
- Ziply's permit submissions rose more than fourfold from April to June 2026, with state-level approvals for about 75% of the 2027 location funnel and high-level engineering complete for about 60%.
- Canadian fiber added more than 45,000 residential FTTH Internet subscribers in Q2 2026; including Ziply, total residential FTTH net adds were nearly 55,000, supporting 14.2% Internet revenue growth.
What We’re Watching
- Ziply's revenue inflection has not yet arrived; the top line was broadly stable sequentially in Q2 2026 despite record net adds, and management will not disclose quarterly passings.
- Wireless ARPU was approximately -0.2% excluding prior-year G7 revenue in Q2 2026, while management moved from a possible Q4 2026 moderate-growth target to 'continued stability.'
- AI Fabric revenue is back-loaded; management says new contracts signed in late 2027 or early 2028 may not generate meaningful 2028 revenue because of build timelines.
- Supply-chain tightness across switches, optics, memory, servers, and cooling could pressure capex budgets or delay AI Fabric and Ziply builds.
The thesis is intact and strengthening on leading indicators, but it is still waiting for reported conversion. FY2026 guidance was reaffirmed in Q2 2026, AI Fabric had 335 MW contracted with the first Saskatchewan tenant payment received, and Ziply's permit and subscriber momentum accelerated. The open question is when Ziply's revenue line actually inflects and back-loaded AI Fabric revenue shows up in consolidated results.
Earnings Beat
Q2 2026 revenue rose 1.5% year over year and adjusted EBITDA rose 1%, with adjusted EBITDA margin at 43.8%, essentially stable. Adjusted EPS was $0.65, up $0.02 year over year, and free cash flow was over $1 billion. CapEx rose $317 million year over year on Ziply and AI Fabric investment, and net debt leverage improved to about 3.7x.
| Metric | Q1 FY2026 | Q4 FY2025 | Q1 FY2025 | YoY |
|---|---|---|---|---|
| Revenue | $4.4B | $4.7B | $4.1B | +7.8% |
| Gross margin | 30.0% | -27.5% | 68.1% | -3810bps |
| EBITDA | $1.9B | $5.8B | $1.8B | +6.6% |
| EPS | $0.50 | $0.37 | $0.51 | −0.4% |
| Ateko + Bell Cyber revenue growth (AI-powered solutions) | 29% YoY | 31% YoY (Q4 2025) | n/a | — |
| Bell AI Fabric contracted capacity | 335 MW | n/a | n/a | — |
The plan to 2028 assumes 373 megawatts will be contracted. So that would be — that means that today, we’re at 90% contracted for the plan.— Mirko Bibic, President and CEO, August 6, 2026
Management tone: Management's tone shifted from planning to execution over the past year, with repeated language like 'we do exactly as we say' and 'no surprises.' On wireless ARPU, management moved from a possible Q4 2026 moderate-growth target to 'continued stability' and declined to give a new timing prediction. On construction, balance-sheet, and Ziply execution, management was financially explicit and led with delivery evidence.
Management Guidance
FY2026 guidance was initiated on the February 5, 2026 call and reaffirmed on the August 6, 2026 call: consolidated revenue growth 1% to 5%; adjusted EBITDA growth 0% to 4%; adjusted EPS $2.50 to $2.65, or 5% to 11% lower versus 2025; free cash flow growth +4% to +10%; capex approximately $3.7 billion; capital intensity 15% or less. Longer-term targets restated across calls include AI-powered solutions revenue of $1.5 billion by 2028, cost savings of $1.5 billion by 2028, approximately 3 million Ziply fiber passings by end-2028, free cash flow after leases about 15% CAGR through 2028, and net debt leverage of 3.5x by end-2027.
Trajectory
The code-computed revenue trajectory reads as accelerating, with trailing four-quarter average revenue growth of 3.1%, while Q2 2026 reported revenue rose 1.5% year over year. Consolidated growth stays low because Internet, AI-powered solutions, and media growth are offsetting legacy declines and intentional wireless product-revenue reductions. Adjusted EBITDA margin was 43.8% in Q2 2026, essentially stable; Bell CTS Canada margin rose 40 bps to 46.1%, while Ziply margin fell to 40.6% from 43.1% in Q4 2025 as it spent on subscriber acquisition.
The Model
No projection published for this company. No model projection is available for this company. The published financial model does not carry FY+1 or FY+2 revenue and EBITDA estimates for BCE, so the forward view relies on management's stated commitments rather than a model forecast.
The model publishes revenue and EBITDA projections only where the evidence supports them. Where it does not, nothing is shown rather than an estimate.
Looking Ahead
The next 12 months are defined by construction and conversion milestones. Winnipeg is expected to enter service in H2 2026, Saskatchewan's first phase in H1 2027, and Merritt Phase 2 in early 2027. Ziply's build is expected to accelerate meaningfully in H2 2026 and into 2027, testing whether the revenue line follows. In parallel, the land mobile radio disposal close and the path to 3.5x net debt leverage by end-2027 matter for the balance-sheet story.
- H2 2026Winnipeg AI facility in service — First visible new AI Fabric service entry after Mission Flats.
- H2 2026Ziply build ramp — Tests whether permit and net-add momentum converts into passings and revenue.
- H1 2027Saskatchewan first phase operations — Anchor AI Fabric facility begins data hall delivery.
- Early 2027Merritt Phase 2 in service — Confirms operating-lease structure with no one-time finance-lease pop.
- By end-2027Saskatchewan full run-rate — All four data halls delivered to two tenants.
- By end-2027Leverage path to 3.5x — Requires land mobile radio sale close and free cash flow execution.
Financials
Annual Summary
| Metric | FY2024 | FY2025 | TTM | YoY |
|---|---|---|---|---|
| Revenue | $17.7B | $17.6B | $17.9B | -0.7% |
| Gross Margin | 58.7% | 45.0% | 34.6% | 1,370bps |
| EBITDA | $7.7B | $11.5B | $65.1B | +50.1% |
| EBITDA Margin | 43.4% | 65.6% | 65.1% | +2,219bps |
| Net Income | $228M | $4.5B | $4.5B | +1888.4% |
| Free Cash Flow | $1.8B | $2.2B | $17.9B | — |
| Net Cash | — | — | — | — |
Key Ratios (Trailing)
- P/E TTM—
- EV/EBITDA TTM—
- EV/Revenue TTM—
- Price/FCF TTM—
- Gross Margin (TTM)34.6%
- EBITDA Margin (TTM)65.1%
- Net Margin (TTM)25.3%
- ROIC13.2%
- FCF Conversion17.2%
- SBC / Revenue0.0%
The Company
BCE is Canada's largest communications company, reporting through Bell CTS Canada, Bell CTS U.S., and Bell Media. Its products include wireless and wireline connectivity, Fibe Internet and TV, enterprise cloud and AI-driven solutions, and media brands such as Crave, TSN, RDS, CTV, and Noovo. The AI-infrastructure relevance comes from Bell AI Fabric, which builds sovereign AI data centers, and from Ateko and Bell Cyber, which provide enterprise AI adoption, data engineering, analytics, and cybersecurity services.
BCE operates a national Canadian fiber and wireless network and the Ziply Fiber business in the U.S. Pacific Northwest. Its operations span connectivity, data center construction, and Canadian media distribution. Management's 2026 plan keeps total capex near $3.7 billion but shifts the mix away from Canadian telecom capex toward AI Fabric and U.S. fiber.
Business Segments
Competitive Landscape
The source describes BCE's competitive position in AI data center capacity as meaningful but not yet dominant. AI Fabric is framed as a national ecosystem of interconnected AI data centers across multiple Canadian provinces, with partnerships including Cohere, BUZZ HPC, Hypertec, and Bird Construction. No market-share figure for sovereign AI capacity is disclosed.
- Named in the criticality assessment as an alternative for Canadian AI workloads if BCE's AI data centers were unavailable; no detailed filing commentary.
- eStruxtureNamed in the criticality assessment as an alternative destination for Canadian AI workloads; no detailed filing commentary.
- HyperscalersNamed in the criticality assessment as alternative destinations for Canadian AI workloads; no detailed filing commentary.
Supply Chain
BCE is a buyer of network equipment, construction services, data center hardware, and AI servers, and a provider of connectivity and sovereign AI data center capacity. Many downstream ecosystem relationships are inferred rather than disclosed.
More on BCE: Earnings recap