Programme Content
Module 1 : AI Fundamentals for Business Leaders
Introduction to AI, Machine Learning & Generative AI
How AI Systems Work?: From Data to Decisions
The AI Ecosystem: Tools, Technologies, and Platforms
AI for Strategic Advantage: Disruption, Differentiation & Growth
Module 2 : Applied Machine Learning for Leaders
What is Machine Learning?
Supervised Learning: Prediction Through Labeled Data
Unsupervised Learning: Discovering Patterns & Segments
Applying ML to Solve Business Problems
Module 3 : Generative AI for Leaders
Introduction to Generative AI for Leaders
Prompt Engineering for Leaders
Applying GenAI to Real Business Functions
Hands-on with GenAI tools
Module 4 : Data Strategy for AI Readiness
What Leaders Need to Know About Data for AI?
Understanding the Data Value Chain
Data Ownership, Access & Governance
From Data to Decision: Analytics & Storytelling for Leaders
Module 5 : AI Strategy, Roadmapping & ROI
Aligning AI with Business Strategy
Identifying High Impact AI Use Cases
Building an AI Roadmap and Investment Plan
AI Business Case: Estimating ROI, Cost & Value
Module 6 : AI Product Thinking & Implementation
AI Product Lifecycle: From Concept to Deployment
AI Product Strategy & Problem Framing
Building AI MVPs: UX, Feedback & Trust
Launch, Adoption & Growth Strategy for AI Products
Module 7 : Business Transformation with Agentic AI
Understanding Agentic AI
Use Cases and Agent-Driven Workflow Redesign
Strategic Applications of Agentic AI in the Enterprise
Hands-On: Designing & Prototyping Your First Autonomous AI Agent
Module 8 : Responsible AI: Governance, Ethics & Compliance
Types of AI Bias: Data, Model, Outcome
Explainability & Transparency in AI
Regulatory Landscape: GDPR, DPDP, EU AI Act
Risk Mitigation Strategies & Governance
Module 9 : AI in Business Functions
AI in Operations & Supply Chain
AI in Sales, Marketing & Customer Experience
AI in HR, Talent & Workforce Transformation
AI in Finance, Risk & Compliance
Module 10 : Leading AI Transformation & Change Management
Building & Communicating the AI Vision
Driving Change: Mindset, Culture & Executive Alignment
Setting Up AI Teams and Operating Models
Governance, Incentives & Execution Discipline
Project 1 : Capstone Project
Participants will identify a real-world business challenge and design an AI-powered solution leveraging Generative AI and other relevant AI techniques. The project will cover problem framing, data readiness, AI , ethical considerations, and an implementation roadmap. The final output includes a board-level presentation and a working GenAI prototype/demo that showcases business impact, ROI potential, and scalability.
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