About David D. Ellison
Enterprise AI Executive, Billion-Dollar AI Growth Leader, AI Strategist, Team Builder, and Speaker.
David is an AI executive at heart. He builds AI functions from the ground up and guides enterprise organizations on translating technology into measurable business results. He holds a Ph.D. in Biomedical/Medical Engineering from Johns Hopkins University and a Bachelor’s Degree in Computer Science. Today, he advises C-suite leaders, boards, and organizations on creating AI strategies that deliver real ROI.
Building AI Businesses From the Ground Up
David D. Ellison has a genuine appreciation for what it takes to build something that did not exist before. For him, scaling an AI function from scratch is not just a professional achievement, it is a discipline. He embraces the ambiguity of early-stage AI investment, using each challenge as an opportunity to create structure, prove value, and accelerate growth.
Over the course of his career, David has built enterprise AI operations from small, underfunded beginnings into billion-dollar functions. He understands the internal dynamics of large organizations and knows how to build AI teams and strategies that work within those realities. His approach is not about deploying the most sophisticated technology. It is about deploying the right technology in the right way to generate returns that executives and boards can point to and scale from.
Advising Organizations on AI Strategy and Execution
David D. Ellison operates at the intersection of AI capability and business performance. His counsel is grounded in firsthand experience of what it takes to move AI from proof of concept to full commercial deployment at enterprise scale. He helps leadership teams cut through the noise, identify where AI can genuinely move the needle, and build the internal infrastructure needed to deliver on that promise.
Drawing from years of leading AI functions inside one of the world’s largest technology companies, David brings a perspective that is both technically informed and commercially focused. His strategic guidance is built around one consistent measure of success: does it generate business value? He helps organizations build AI strategies that are not just visionary on paper but executable in practice, ensuring that every initiative is tied to outcomes that matter.
David Ellison's Story
David D. Ellison’s career in AI began long before AI became a boardroom priority. He entered the field when enterprise AI was still largely a promise rather than a proven function, and he made it his mission to change that. Starting with a small team and a modest budget, David built an AI business at one of the world’s largest technology companies from the ground up, growing it from $14 million to $1.7 billion over eight years.
That journey required more than technical knowledge. It required the ability to convince skeptical executives, build teams from scratch, navigate organizational complexity, and continuously prove that AI could deliver real, measurable returns. Along the way, David delivered over 277 proof of concepts in a single year, supported billions of dollars in revenue pipeline, and helped define what responsible, inclusive AI leadership looks like at enterprise scale. Today, he brings that same combination of strategic rigor and execution experience to organizations and leaders looking to do what he has already done.
