Experience the difference. Meet your peers, talk with analysts, build your network and turn insights into action.
Mustapha Ezzeddine
Director Analyst
Gartner
Speaker Topics
- AI and Machine Learning
- Sales and Operations Execution (S&OE)
Speaker Bio
Director Analyst, Supply Chain Planning
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Sessions
Monday, 05 October, 2026 01:45 PM - 02:15 PM BST
Should You Trust AI in Planning? Confronting the Risks and Building Real Guardrails
Mustapha Ezzeddine,
Director Analyst, Gartner
Identify risks, build robust guardrails and foster trust in AI adoption. Equip your team to confidently leverage AI for reliable decisions and drive transformation in today’s fast-changing environment.
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Tuesday, 06 October, 2026 02:00 PM - 02:45 PM BST
Ask the Analyst: How to Make S&OE a True Decision Engine
Mustapha Ezzeddine,
Director Analyst, Gartner
Tired of S&OE turning into the same old status ritual? Get ready to flip the script. In this session you will get proven tactics to:
• Supercharge your prep — see how next-level feeder workflows and attendee dynamics prime teams for decisions, not updates.
• Move beyond the demand-supply short term firefighting —discover the framework that enables true trade-off debates where they belong.
• Turn metrics into your secret weapon to frame decisions with contextualized indicators and crisp decision slides. ... Show More Show Less
• Supercharge your prep — see how next-level feeder workflows and attendee dynamics prime teams for decisions, not updates.
• Move beyond the demand-supply short term firefighting —discover the framework that enables true trade-off debates where they belong.
• Turn metrics into your secret weapon to frame decisions with contextualized indicators and crisp decision slides. ... Show More Show Less