AI ROI Playbook (2026)

Content Overview

PART 1: AI Reality, Relevance & Business Impact

PART 2: How Modern AI Understands Information

PART 3: AI & ML Fundamentals for Product Managers

PART 4: How Models Actually Work (Systems Thinking)

PART 5: Scale, Efficiency & Technical Tradeoffs

PART 6: Measuring AI & Product Success

PART 7: AI Product Decision Frameworks

PART 8: Model Adaptation, Retrieval & Agentic Systems

PART 9: AI in Business Functions & Operations

PART 10: AI Product Leadership, Ethics & Lifecycle Ownership

AI Product Alignment Toolkit

AI IN ACTION : 30 Case Studies From Real World

The Evidence-Based Management Guide Notes

AI-first SEO playbook