AI Powered Product Design and Management

By Dr. DIPAN KUMAR DAS and Sudip Kumar Das

SECTION 1: Foundations of AI Product Thinking

Introduction to AI Products

AI vs Traditional Software Products

The AI Product Lifecycle

Understanding Users in AI Systems

Ethics, Bias & Responsible AI

SECTION 2: AI Fundamentals for Product Managers

Basics of Machine Learning

Data: The Fuel of AI

Model Types (NLP, CV, Generative AI)

Evaluation Metrics & Trade-offs

AI System Architecture

SECTION 3: AI Product Design

Designing AI Experiences

Human-AI Interaction Design

Prompt Engineering & UX

Personalization & Recommendation Systems

Conversational Interfaces

SECTION 4: AI Product Development

MVP Strategy for AI Products

Data Pipelines & Infrastructure

Model Selection & Integration

APIs & LLM Integration

Experimentation & Iteration

SECTION 5: AI Product Management

Roadmapping AI Products

AI Product Metrics

Growth & Scaling

AI Monetization Strategies

Managing AI Teams

SECTION 6: Advanced Topics

Generative AI Products

Autonomous Agents & AI Workflows

AI Startups & Venture Building

Future Trends in AI Product Management

Capstone Project

• Format: Paperback
• Language: English
• ISBN: B0GT4VKL6F
• ISBN13: 9798252738208
• Release Date: March 2026
• Publisher: Independently Published
• Length: 310 Pages
• Weight: 0.92 lbs.
• Dimensions: 0.7" x 6.0" x 9.0"