Gen AI Strategy: From Efficiency to P&L Impact

Master the Harvard framework to see where AI works—and where it doesn’t—so you can capture real profit

What you’ll learn
Apply the 4-quadrant framework to classify any task by error cost and knowledge type, deciding where AI adds value today
Build a personal AI productivity map that identifies which of your daily tasks to automate, augment, or keep human-led
Diagnose the 6 stages where AI efficiency gains leak before reaching your P&L, from task efficiency to competitive retention
Design an AI value capture plan with clear ownership across CTO, managers, and C-Suite to convert productivity into profit
Use AI as your strategic copilot to complete both analyses, practicing the AI-first approach you’ll implement at work

Requirements
No technical or coding skills required—this course is designed for business leaders, not engineers
Access to any generative AI tool (ChatGPT, Claude, Gemini, or similar)—free versions work perfectly
Willingness to apply frameworks to your own role and organization during hands-on challenges
Basic familiarity with business concepts like P&L, strategy, and organizational structure

Description
Your organization invested in AI tools. Your teams report “saving time.” But your CFO can’t find the gains in your financial statements. Sound familiar?Transform How You Deploy Generative AI from Guesswork to Strategic PrecisionThis course operationalizes the groundbreaking framework from Harvard Business Review’s “The Gen AI Playbook for Organizations” by Bharat N. Anand (Dean, NYU Stern) and Andy Wu (Harvard Business School). You won’t just learn the theory—you’ll apply it immediately to your own role and organization using AI as your strategic copilot.Here’s what makes this course different:Map your tasks across the 4-quadrant framework (No Regrets, Creative Catalyst, Quality Control, Human-First) based on error cost and knowledge typeDiagnose exactly where AI productivity gains leak before reaching your P&L—across 6 critical stagesBuild two executive deliverables: a personal AI productivity map and an organizational value capture planPractice the AI-first methodology you’ll implement at work, with ready-to-use prompts includedThe core insight is counterintuitive: speed won’t save you—strategy will. Everyone has access to the same AI tools. Competitive advantage comes from deploying them differently, not just faster.Whether you’re a CEO questioning your AI ROI, a manager deciding which tasks to automate, or an entrepreneur building an AI-first company, you’ll leave with actionable frameworks and completed analyses ready for Monday morning.AI Disclosure: This course uses generative AI as a learning tool. You’ll work alongside AI to complete strategic analyses, practicing the same AI-first approach the course teaches.

Who this course is for
C-Suite executives (CEOs, CTOs, COOs, CFOs) who need to translate AI investments into measurable business results
Directors and VPs responsible for digital transformation, innovation, or technology adoption in their organizations
Department managers and team leads who want to strategically deploy AI across their teams without waiting for IT
Startup founders and entrepreneurs building AI-first organizations from the ground up
Management consultants and advisors who help clients navigate AI strategy and implementation
MBA students and aspiring executives preparing to lead organizations in the AI era