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Miryem

Salah

Director, Digital Data & Transformation

VodafoneThree

Miryem is Director of Digital, Data & AI Transformation and Managing Director of the MSP Sales Channel at Vodafone Business IT Hubs, part of VodafoneThree. Operating at the intersection of strategy, technology, and execution, she leads large-scale transformation initiatives that drive growth, operational performance, and customer value. With experience spanning multiple industries and international markets, Miryem has led enterprise-wide modernization programs, M&A initiatives, AI adoption, and operating model transformations. Known for combining commercial acumen with hands-on leadership, she helps organizations translate digital, data, and AI investments into measurable business outcomes while building high-performing teams and sustainable growth.

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29 July 2026 12:45 - 13:30

Panel | What should we actually measure? Defining success for agentic systems

Many organizations can measure how often an agent runs. Far fewer can confidently measure whether it is succeeding. As agentic systems take on more complex tasks, defining success becomes increasingly difficult. Teams must balance technical metrics, user outcomes, operational reliability, and business impact while accounting for behaviour that can vary across different situations and environments. This panel examines how organizations are approaching measurement in agentic AI, the signals they trust, the metrics they ignore, and the frameworks emerging to evaluate performance beyond uptime and cost alone. The conversation will explore what meaningful success looks like and how teams are building the visibility needed to measure it consistently.