The telecom industry's most concentrated gathering of network automation and AI leaders wrapped in London on April 22. FutureNet World 2026 held at the InterContinental O2 brought together CTOs, CTIOs, and network architects from Telefónica, Vodafone, Orange, BT, Telenor, Swisscom, and a dozen more operators across two days of keynotes, panels, and closed-door sessions.

This is precisely what makes FutureNet World significant.

This was an event where operators talked to each other not only to journalists. The agenda reveals what the industry is actually working through right now, not what it wants the market to believe.

Here are 7 things that caught our attention and you should also pay attention to…

The Day 1 opening keynote panel brought together Telefónica CTIO Andrea Folgueiras, Vodafone Group CTO Scott Petty, and Orange Group CTO Laurent Leboucher - three of the most senior network technology executives in European telecoms.

The session title: "How can telcos remain relevant beyond connectivity?"

Not "how do we deploy AI faster." Not "how do we beat the competition." The question was whether operators retain relevance at all as hyperscalers, platform companies, and AI infrastructure providers absorb the value layers sitting above the network.

This framing chosen by the operators themselves for the opening keynote is the most honest signal of where the industry's head is in April 2026. The technology works. The business model question is what keeps CTOs awake.

Two separate sessions on Day 2 addressed autonomous network maturity levels one titled "Accelerating the journey to Level 4", a second asking "Level 4 is non-negotiable?"

The word "non-negotiable" in a conference session title matters. In 2024 and 2025, Level 4 autonomy where networks self-configure, self-optimise, and self-heal with minimal human intervention was treated as an aspirational destination. FutureNet World 2026 framed it as the minimum viable position for operators who want to remain cost-competitive.

Swisscom CTIO Mark Düsener and BT's Gabriela Styf Sjöman both appeared across these sessions. Both operators have publicly committed to autonomous operations timelines. The presence of production operators not vendors leading this conversation signals that Level 4 has crossed from roadmap into operational pressure.

No technology appeared more frequently across the two-day agenda than agentic AI. At least five separate sessions addressed it directly:

This is not a topic cluster that appears by accident. Conference producers respond to what operators tell them matters in pre-event research. Five agentic AI sessions across two days reflects a genuine industry inflection: the conversation moved from whether agentic AI belongs in telecom to how to govern it, scale it, and extract value from it in production environments.

Elisa VP of AI and Special Projects Jukka-Pekka Salmenkaita appeared specifically on the "Moving beyond AI efficiency to value creation with Agentic AI" panel not a general automation session.

Elisa has run AI-native network operations since 2019. They are the operator most consistently cited across industry research as the global benchmark for autonomous network management. Their placement on a value creation panel rather than a deployment fundamentals session is deliberate.

The industry is no longer asking Elisa how to start. It is asking them what comes after efficiency gains are captured, and what agentic AI looks like when it has been running in production for years. That is a more advanced, harder question. The fact that this panel exists signals the industry has collectively moved past the deployment basics conversation.

A dedicated Track A panel on Day 1 "Ecosystem success: challenges and progress update for network APIs" featured analyst Dean Bubley of Disruptive Analysis alongside representatives from Liberty Global, Colt, and Vodafone's Head of Network API Strategy.

Telenor acting Group CTO Cathal Kennedy, speaking at the event, confirmed: "I sat on a panel where we discussed APIs and how they will drive our business forward."

The recurrence of API monetisation as an unresolved panel topic despite GSMA Open Gateway commitments made at MWC 2026 in March tells a clear story. Operators signed up to expose network capabilities as APIs. The developer demand and enterprise revenue have not followed at the scale or speed expected. FutureNet World 2026 confirmed the industry is still working out the commercial model, not celebrating a solved problem.

Two cloud-focused sessions on Day 1 addressed AI infrastructure directly: "The Rise of AI Driven Cloud Architectures" and "Building a Private Cloud for AI".

Telenor EVP of Infrastructure Jannicke Hilland and Orange International SVP of Telco Cloud Rana Khanafer both appeared across these sessions. The framing of "private cloud for AI" as distinct from public hyperscaler AI reflects a structural decision operators are now making in practice.

Real-time network decisions fault detection, RAN optimisation, traffic management require inference latency that public cloud architectures cannot reliably guarantee. Simultaneously, data sovereignty regulations in multiple markets restrict what network data can leave operator-controlled infrastructure. These two pressures are forcing operators to build or designate private AI compute environments rather than defaulting to AWS, Azure, or Google Cloud for all AI workloads.

This architectural split will shape vendor competition and operator CAPEX allocation for the next 24 months.

For the first time at FutureNet World, Women in Telco ran as a structural programme across both days not a single panel, not a side event.

Day 1 included a closed-door brunch roundtable for senior women in the industry. Day 2 featured a dedicated closing keynote panel. A new Women in Telco Trailblazer of the Year award was introduced as part of the FutureNet World Awards.

Participants included Telefónica CTIO Andrea Folgueiras, MasOrange CNO Mónica Sala, BT's Gabriela Styf Sjöman, Telekom Srbija Chief Strategy Officer Natali Delić, and Eutelsat Chief Data & Information Officer Dr. Mariam Kaynia.

The organisers' stated intent: not a diversity panel, but "peer-to-peer networking, knowledge sharing, and driving meaningful progress toward a more inclusive sector." The distinction matters. A separate award category and a closed-door networking format signals institutional commitment, not optics.

The event did not produce product launches or operator deployment announcements. That was not its purpose.

What it confirmed is this: the telecom industry's most senior network leaders are collectively working through five unresolved problems simultaneously — relevance beyond connectivity, autonomous network governance, agentic AI at scale, API monetisation, and private AI infrastructure architecture.

None of these are technology problems. They are operational, commercial, and organisational problems. The technology is largely ready. The operators are figuring out how to run it, govern it, and get paid for it.

That is a more mature conversation than the industry was having twelve months ago. It is also a harder one.