Estimate Smarter: The Scrum Practitioner's Guide to Relative Estimation, Prioritization and AI-Assisted Planning

Estimate Smarter is a practical, action-oriented guide that helps Agile professionals estimate with confidence, prioritize effectively, and leverage AI responsibly throughout the Scrum lifecycle.

Whether you're a Scrum Master facilitating Planning Poker, a Product Owner managing competing priorities, or a developer contributing to sprint planning, this book provides proven techniques you can apply immediately.

Each chapter includes practical examples, real-world scenarios, exercises, action checklists, and reusable AI prompts designed to help teams improve collaboration and make better planning decisions.

What You'll Learn

Part One – Relative Estimation Demystified

Build a solid understanding of estimation principles and improve team alignment through practical estimation techniques.

Topics include:

• Relative Estimation fundamentals
• Story Points explained
• Planning Poker facilitation
• Estimation anti-patterns
• Sprint Forecasting
• Velocity interpretation
• Building estimation consistency

Part Two – Prioritization That Drives Real Value

Learn how to prioritize work using proven decision-making frameworks instead of relying on opinion or urgency alone.

Explore techniques including:

• WSJF (Weighted Shortest Job First)
• RICE Scoring
• MoSCoW Prioritization
• Impact vs. Effort Matrix
• Kano Model
• Stakeholder communication
• Value-driven Sprint Planning

Part Three – AI-Assisted Estimation & Prioritization

Discover practical ways to integrate AI into your Agile workflow while keeping humans in control of key decisions.

Learn how to use AI for:

• User Story refinement
• Acceptance Criteria generation
• Epic decomposition
• Risk identification
• Sprint Goal drafting
• Stakeholder communication
• Prioritization support
• Reusable prompt libraries 

Who This Book Is For

This guide is ideal for:

• Scrum Masters
• Product Owners
• Agile Coaches
• Business Analysts
• Project Managers
• Delivery Managers
• Software Developers
• Engineering Managers
• Agile learners and certification candidates

Plan Smarter. Deliver More. Create Value.

Transform the way your team estimates, prioritizes, and plans.