SPEAKING & COMMUNITY
What leaders need to change so AI serves real work.
I speak as an enterprise data leader, a founder, and someone who still builds. The topics: which investments are worth it, what teams can do better, and what leadership must clarify to land a first capability.
Discussion
11th Annual Big Data & Analytics Summit Canada

June 2025
Toronto · AI literacy discussion
AI literacy discussion.
AI literacy discussion. Toronto, June 2025.
TOPICS
Speaking topics
AI literacy for leaders and teams
Enough clarity on capabilities and limits to choose where to invest, ask better questions, and use AI without losing control.
Leaders and teams
Leading AI adoption inside an organization
What leadership has to change: ownership, context, and a first deployment that makes the next one possible.
Organization
When an agent is worth the complexity
Agent-supported workflows, permissions, evaluation, and human review — to decide when extra autonomy actually creates value.
Agents
Booth
Web Summit Vancouver 2026

Startup Showcase
Web Summit · Vancouver 2026
Startup Showcase.
Photo: a booth conversation at the Quantumize AI stand, not a stage keynote.
Panel
Les Affaires, Intelligence artificielle

Nov 2024
Montréal · photo © Josée Lecompte
Panel participation.
Panel participation. Montréal, November 2024.
Photo © Josée Lecompte.
PRESENTATION
A presentation — no public recording on this site
CDAO Canada 2024
Presentation: “AI-Driven Excellence: Transforming Bids and Proposals with Minimal Investment.” Toronto, March 27, 2024.
Toronto, March 27, 2024
Invite David
For a panel, a leadership discussion, or a talk on AI adoption. There is no public recording of the CDAO Canada 2024 presentation on this site.
Invite to speak
PARTICIPATION
Community and peers — not speaking slots
OpenExO
Membership in the OpenExO community, focused on innovation and organizational transformation.
Membership
CDAO Circle
Participated in the CDAO Circle at the Gartner Data & Analytics Summit, 22–24 May 2023, ExCeL London. Not a speaking appearance.
May 2023 · London
Short speaker biography.
David Legendre is co-founder and CEO of Quantumize AI. He has led enterprise data functions — including as VP, Data & Analytics at MTY Food Group — and still builds agentic systems. He helps executives choose where AI can land, and build what the organization can adopt. Based in Montréal, he works in English and French.
Invitation
Planning an event or leadership discussion?