Efficiency Squared

Certification

E²PAI Day 3 — Agile Automation

The AI Scrum Master. Maximize velocity by using AI to generate backlogs, remove impediments, and predict burndown.

Format
Live virtual, in-person, or private on-site
Duration
1 day
Level
Practitioner
From
$695.00

About this course

Course overview

Day 3 of 5 toward the E²PAI certification.

Maximize team velocity by wiring AI into the Scrum cadence. You'll practice automated backlog generation, sentiment analysis on stand-ups and retros, and predictive burndown forecasting — all while maintaining the human judgment that makes Agile work.

Standalone or part of the full E²PAI certification.

Learning outcomes

What you'll learn

Every module is tied to an outcome you can bring back to your team the next day.

  • Generate and refine backlogs with LLM assistance
  • Run AI sentiment analysis on retros to surface systemic issues
  • Forecast burndown with probabilistic methods
  • Coach teams on AI-augmented Scrum without losing the mindset

Course structure

Syllabus

A structured path from core concepts to applied practice.

Module 1

Automated Backlog Generation

  • Feature → story decomposition
  • INVEST validation with AI
  • Acceptance-criteria patterns
Module 2

AI Sentiment Analysis & Coaching

  • Retro analysis at scale
  • Surfacing systemic impediments
  • Coaching cues from data
Module 3

Predictive Burndown & Forecasting

  • Monte Carlo burndown
  • Cycle-time forecasting
  • Reading signals vs. noise

Public cohorts

Upcoming sessions

Secure your seat in a live, instructor-led cohort. Private team deliveries available on request.

No public cohorts on the calendar yet.

We run this course as a private team cohort on demand, or you can be the first to know when the next public date drops.

Bring this training to your team

We deliver private cohorts in-person and online, tailored to your operating context.