AI for Product Owners (Microcredential)
Faculty: Amit Kulkarni, CST®
Course Overview
Artificial Intelligence is reshaping how Product Owners discover value, manage backlogs, and collaborate with stakeholders.
This course equips you with practical skills to integrate AI responsibly into your product ownership practice.
Learn how to use AI for insights, backlog refinement, and communication — all while staying true to agile values.
Move from AI-Assisted Product Management to AI-Ready Product Management
AI is changing not only how Product Owners work — but what Product Owners need to know. Modern Product Owners increasingly need to work with AI-enabled products where requirements may be probabilistic, product behavior may depend on data and models, and software can be generated or evolved
by AI agents.
This course goes beyond using ChatGPT and other AI tools for everyday Product Owner activities. It introduces two emerging capabilities that connect Product Management with AI-enabled software delivery:
- Specification Driven Development (SDD): transform product intent into structured requirements, design, implementation tasks and traceability that AI coding agents can understand and execute.
- Probabilistic Requirements: specify AI/ML systems where outcomes depend on probabilities, uncertainty, data quality, thresholds and model performance
What You’ll Learn
Bascis
AI Foundations
Core concepts of Generative AI, machine learning, and ethical adoption.
Market & User Insights
Analyze customer feedback, trends, and competitor data with AI tools.
Backlog Management
Draft user stories, refine backlog items, and prioritize with AI support.
Collaboration & Communication
Enhance team alignment and stakeholder communication using AI.
Prompt Engineering Lab
Hands-on practice with real-world PO scenarios, crafting effective prompts, and peer feedback.
Advanced
Specification Driven Development
Learn how to turn Product Owner intent into specifications that AI coding agents can understand
and execute.
Probabilistic Requirements
Learn how to write requirements when the system does not simply produce Yes/No — but predictions, probabilities and uncertainty.
Who Should Attend
Product Owners and Product Managers
Business Analysts and Agile Leaders
CSPO® holders seeking advanced skills
Anyone curious about applying AI in product ownership
What Makes This Course Different?
Many AI courses teach prompts and AI tools. This course goes further:
- Use AI — for everyday Product Owner activities.
- Build with AI — through Specification Driven Development and AI coding agents.
- Specify AI Products — through Probabilistic Requirements.
Learn Specification Driven Development
- Structured requirements and product intent
- Business rules and boundary conditions
- BDD scenarios and acceptance criteria
- Requirements refinement
- Architecture, workflows, APIs and data models
- Design-to-task traceability
- Requirements-to-test traceability
- Working with AI coding agents such as Kiro
Learn Probabilistic Requirements
- Business objective
- Prediction
- Input data
- Population and context
- Probability
- Uncertainty
- Decision thresholds
- False positives and false negatives
- Precision and recall
Practical Case Studies
Practical Learning Flow:
1. Business Objective → Personas → User Stories → BDD → Requirements → Design → Tasks → Tests → Traceability
2. Business Objective → Prediction → Data → Population → Probability → Uncertainty → Thresholds → False Positives/Negatives → Precision & Recall
Benefits
Strengthen Your Resume
Showcase your AI‑driven product ownership skills to stand out in your career.
Stand Out as an AI‑Powered PO
Differentiate yourself as a Product Owner who leverages AI for smarter decisions.
Gain Confidence Using AI Tools
Master practical AI tools to streamline your daily product management tasks.
Develop Valuable AI Skills
Gain the latest AI capabilities to enhance your product ownership expertise.
Save Time for Value‑Add Work
Automate repetitive tasks and focus on innovation and customer value.
Enhance Product Development
Use AI insights to improve product strategy, design, and delivery outcomes.
Stay Ahead in a Fast‑Paced Market
Position yourself as a forward‑thinking professional ready for the AI‑powered future.
Outcomes
Confidently apply AI to daily product ownership tasks.
Accelerate discovery, backlog refinement, and stakeholder alignment using AI.
Earn a Scrum Alliance Microcredential badge showcasing your AI-enabled PO skills.
Course Details
Duration: 5 hours (live online or on-demand)
Credential: Scrum Alliance Microcredential + Digital Badge
Prerequisites: None (Scrum basics recommended)
| Certification | Location | Course Session Detail | Combo Available | Combo Skill Badge | Skill Badge Session Detail | Register Now | Trainer |
|---|---|---|---|---|---|---|---|
![]() Certified Scrum Master® (CSM) | Live Online |
| + | ![]() Agile Project Management Skill Badge ₹11000 |
| Register with Combo Enroll for Only CSM Course View us on Scrum Alliance | ![]() Snehamayee |
![]() Certified Scrum Product Owner® (CSPO) | Live Online |
| + | ![]() Business Analysis Skill Badge ₹10000 |
| Register with Combo Enroll for Only CSPO Course View us on Scrum Alliance | ![]() Amit Kulkarni ![]() Snehamayee |
![]() AI for Scrum Master® (AISM) | Live Online |
| - | Enroll for Individual AISM View us on Scrum Alliance | ![]() Snehamayee | ||
![]() AI for Product Owners® (AIPO) | Live Online |
| - | Enroll for Individual AIPO View us on Scrum Alliance | ![]() Amit Kulkarni | ||
![]() SAFe® POPM | Live Online |
| + | ![]() Business Analysis Skill Badge ₹10000 |
| Register with Combo Connect to Enroll For Individual Course View us on Scaled Agile INC | ![]() Snehamayee ![]() Amit Kulkarni |
![]() SAFe® Agilist (Leading SAFe) | Live Online |
| + | ![]() Agile Project Management Skill Badge ₹11000 |
| Register with Combo Connect to Enroll Individual Course View us on Scaled Agile INC | ![]() Snehamayee |
![]() SAFe® ScrumMaster (SSM) | Live Online |
| + | ![]() Agile Project Management Skill Badge ₹11000 |
| Register with Combo Connect to Enroll Individual Course View us on Scaled Agile INC | ![]() Snehamayee |
![]() Certified Scrum Professional® - Product Owner (CSP-PO) | Live Online | + | ![]() Business Analysis Skill Badge ₹10000 |
| Register with Combo Enroll for Individual CSP-PO View us on Scrum Alliance | ![]() Amit Kulkarni ![]() Snehamayee |
HEAR FROM OUR LEARNERS……!
Faculty Bio
Know more about your trainer Amit at https://effectivepmc.net/faculty-profiles/amit-kulkarni/ and https://www.linkedin.com/in/amit-kulkarni-cst/











