ON-DEMAND TALK

Show me the money: why most telco AI fails

The telco industry is flooded with AI promises. Vendors are showcasing agents, automation, and intelligent use cases that look impressive in demos.

But real telcos are not controlled environments. They are a spaghetti bowl of OSS, BSS, and network systems, integrated over decades but never truly coherent.

Watch Danielle Rios (DR), CEO of Totogi, as she challenges the industry narrative and introduces a simple test for every AI investment: can you prove real profit?

In this talk, DR explains why integration is not comprehension, why most AI becomes blind the moment it touches real telco architecture, and what changes when AI can finally see across domains.

The talk includes a real Tier-1 case from Zain, where the Totogi Ontology identified revenue leakage and reduced resolution time from 48 hours to 30 minutes.

With the Totogi Ontology as the foundation, operators can move beyond pilots and put AI into production, identifying revenue leakage, resolving operational blind spots, and generating measurable financial impact.

Watch to understand what it takes to make AI work in real-world telco environments, not in demos, but in production.