Founded by Jeff McMillan — Former Head of Firmwide AI, Morgan Stanley
McMillanAI partners with boards, CEOs, and investors to cut through the noise and build actionable AI strategies that drive real business value.
New Agentic AI Will Reshape Everything. Read Jeff's latest on why human accountability will determine success.We translate the complexity of AI into clear strategic frameworks that empower leaders to make informed, high-impact decisions.
Comprehensive AI education programs designed for non-technical leaders. Understand what AI can and cannot do, the risks, and how to govern it responsibly.
Custom AI roadmaps that align with your business objectives. We identify high-value use cases, assess organizational readiness, and build phased implementation plans.
Frameworks for responsible AI adoption, including risk assessment, regulatory compliance, vendor evaluation, and governance structures for your organization.
Expert AI assessment for investment decisions. Evaluate AI capabilities, technical moats, data strategies, and competitive positioning of target companies.
Hands-on guidance through AI transformation initiatives. From pilot programs to enterprise-wide deployment, we help you execute with confidence.
Engaging presentations that demystify AI for any audience. From board retreats to company-wide town halls, tailored to your organization's needs.
McMillanAI was founded by Jeffrey McMillan, former Head of Firmwide AI at Morgan Stanley, where he led AI strategy and implementation across one of the world's largest financial institutions.
A graduate of the United States Military Academy at West Point and former U.S. Army officer, Jeff brings the same discipline, strategic clarity, and mission-driven leadership to AI transformation that defined his military service. Combined with decades of experience advising at the highest levels of enterprise leadership, he ensures decision-makers have the knowledge and frameworks they need to lead in the age of AI.
"The leaders who thrive won't be those who understand every algorithm — they'll be the ones who ask the right questions, set the right guardrails, and move decisively."
— Jeffrey McMillan, Founder
We work with decision-makers who need to understand AI — not build it.
Equip your board with the AI literacy needed for effective governance, risk oversight, and strategic decision-making in the AI era.
Develop a clear AI vision for your organization. Understand the competitive landscape, investment priorities, and the talent implications of AI.
Sharpen your investment thesis with expert AI due diligence. Separate genuine AI capability from marketing hype in portfolio companies.
A comprehensive journey from AI fundamentals to organizational transformation — designed for business leaders, not engineers.
Jeff McMillan's insights on AI strategy have been featured across leading business and technology publications.
Schedule a confidential consultation to discuss how McMillanAI can help your organization navigate the AI transformation.
Jeff McMillan
[email protected]