Grace Metri
Founder and CEO at Ignizia
Previously spoke at: TFEST25
Speaking at TFEST26: Tuesday, December 1 2026 at 14:45–15:15 on the Main Stage: “Agentic AI in Supply Chain: Separating Hype from Production-Ready Reality”. With Baris Ozman (AUTO1 Group) and Agnieszka Romaniuk (Thermo Fisher Scientific).
Speaking at TFEST26: Wednesday, December 2 2026 at 10:00–10:30 on the Main Stage: “The AI-Human Equation: Navigating Disruption and Legacy Knowledge”. With Stephanie Wright (Agora Leadership), Sarah Gretter (Michigan State University) and Jean-Raphael Eid (Arkema).
About Grace
Grace Metri is Founder and CEO of Ignizia, the company she started in 2025 to help organisations become AI-native, rethinking how work itself is designed so that people, systems and intelligent technologies evolve together, rather than bolting AI onto an operating model built for something else. She spent nearly five years at NVIDIA, most recently as Principal Strategic Alliance Manager for Omniverse, and before that as Senior Product Manager for Digital Twins covering warehouses, logistics and industrial automation, the simulation-first approach now reshaping how factories and distribution networks are designed, tested and operated before a single asset is moved.
Earlier she led global IoT developer relations at Arm and spent six years at Intel as a Senior IoT Developer Evangelist and worldwide technical lead for the IoT Innovator Program, following an engineering start building energy and power analysis tooling. She holds a PhD in Computer Science from Wayne State University, where her dissertation covered energy-efficiency analysis and optimisation for mobile platforms, and is completing a Master's in Management Science & Engineering at Stanford, where she was a Threshold Venture Fellow.
She serves as a founding member of the Civic Leadership Council for the Oakland County Center of Excellence in Michigan, a regional hub for advanced manufacturing, workforce development and industry collaboration, and sits on the Industry Advisory Board of Wayne State University's Computer Science department. Her argument is that as organisations race toward AI-native operations, human capability is the infrastructure: the bottleneck is not the technology but how people think, learn and build alongside it.
Session Overview
A clear-eyed assessment: which autonomous use cases are genuinely running in production today, which are in pilot, and which remain marketing narratives. Panelists share specific deployments including the guardrails, escalation protocols, and failure modes they have built in.
About TFEST26
TFEST26 is Europe's most senior supply chain conference, taking place December 1–2 2026 at Colosseum Berlin. It brings together 400+ Director-level and above leaders (Chief Supply Chain Officers, VPs, and senior directors from Cisco, Henkel, Estée Lauder, Diageo, Schneider Electric, Novartis, Mars, and others) for two days of peer benchmarking, candid practitioner firesides, themed roundtables, and pre-scheduled 1:1 meetings.