Strategist, creative technologist, systems thinker. Building trust systems that scale. Creator of The Human Margin for AI. With a background spanning corporate revenue enablement and policy advocacy, she helps high-performing leaders make sense of complexity with clarity and care. Based in Canada, raising future innovators. Always building what only she can build, one piece at a time.