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, November 02, 2026 01:45 PM - 02:15 PM MST
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, November 03, 2026 10:30 AM - 11:15 AM MST
Roundtable: Steal the Playbook: How Are Your Peers Integrating Scenario Planning Into Supply Chain Planning?
Mustapha Ezzeddine,
Director Analyst, Gartner
Ready to move scenario planning from a slow, strategic task to a continuous, game-changing capability in supply chain planning? Transform scenario planning from a one-off, strategic chore to a continuous, integrated capability. Join this roundtable to share your insights and learn from peers who are making scenario planning a dynamic driver of smarter, faster decisions. Don’t just keep up — get ahead.
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Tuesday, November 03, 2026 02:00 PM - 02:45 PM MST
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