You Will Not Transform Your Company With Use Cases
Transformation does not come from pilots and polished demos. It comes from changing the conditions in which people work.
Data, AI, and product leadership
Chief Data and AI Officer at DashQ Ottawa, Canada
At DashQ, I lead scalable AI and data work for intelligent leasing products. Over more than 20 years in technology, my work has spanned machine learning, large-scale data engineering, applied mathematics, and product innovation.
I founded norma.dev, where we develop AI-driven software solutions, and I teach machine learning and deep learning part time at Université Gustave Eiffel. I care about practical craftsmanship, disciplined execution, and teams that can do their best work with autonomy.
Transformation does not come from pilots and polished demos. It comes from changing the conditions in which people work.
Agentic development needs shorter feedback loops, stronger specifications, safer architecture, and technical leadership focused on judgment.