★★★★★
I would like to congratulate Antonio Polo and Outcomme, and thank the entire wonderful cohort for 4 incredible nights of deep knowledge on Flow Metrics, Efficiency, and Forecasting.
Certificação PME
The most complete metrics training on the market
PME Professional
Metrics Expert
The PME program focuses on building expert-level skills in metrics and forecasting. The training format proposes hands-on experiences and practical challenges.
From Lead Time to Monte Carlo, CFD, WIP aging and data storytelling — all applied with AI to transform your performance analysis.
45 hours of recorded classes on 
Official CertificationOKR Instituto Brasil
Training details
Duração 30 Horas
Formato Gravado + Online
Horário Acesso imediato
Vagas 20 vagas
Investimento R$ 1.000
Training fact sheet
Duration
45 hours
Format
Recorded + Online
Language
Portuguese
Issuing Body
OKR Instituto Brasil
Credential
PME
Validity
Lifetime
Prerequisites
No formal prerequisites.
Who it's for
Managers, Scrum Masters, Product Managers, and IT professionals who need to master flow metrics and increase delivery predictability.
What's included
PME certification, metrics super-spreadsheet, access to Outcomme Academy (Sympla Play), Community of Practice (CoP), and lifetime retake guarantee.
Who it's for
The right training for those who decide with data
The PME is designed for professionals who want to master flow metrics, increase predictability, and communicate performance clearly — regardless of the methodology they use today.
Sign me up →Managers & Coordinators
Who need predictability and reliable data for strategic decisions.
Scrum Masters & Agilists
Who want to move beyond ceremonies toward metrics-driven management.
Product Managers
Who want to measure and communicate product performance clearly.
IT & Delivery Professionals
Who work with continuous flow and want to reduce variability and risk.
What you'll learn
The 4 Pillars of the Training
Emotional engagement for change
Discover how cold data becomes stories that move people. Learn the psychology behind metrics adoption and use storytelling techniques to turn numbers into narratives that drive action, buy-in, and real change in teams.
Deep dive into flow metrics
An in-depth look at Lead Time, Cycle Time, CFD, Throughput, WIP, and Aging WIP — including "how" to configure each correctly and "in which context" to apply each type of metric.
Performance Analytics
Use fast feedback to build a metrics system for continuous improvement and learn how to make adaptive interventions to boost performance and predictability while reducing variability and operational risk.
Career readiness
Learn the practical challenges used in hiring processes. Discover the most common ways efficiency metrics are applied across a wide range of industries, and prepare for the challenges most frequently used in interviews with agile leaders.
01 Opening Motivation and purpose of metrics +
Opening
Motivation and purpose of metrics
Welcome and initial guidance
Motivation for using metrics
Proxy metrics for hard-to-measure outcomes
Summary: measuring with purpose
02 Mistakes That Kill Metrics Traps and anti-patterns +
Mistakes That Kill Metrics
Traps and anti-patterns
Self-assessment exercise
False correlations
Perverse incentives
Metrics shaming and gaming
Unbalanced metrics
Forecasting versus estimation
03 Key Definitions Fundamental concepts +
Key Definitions
Fundamental concepts
Differences between measure, metric, and indicator
Run chart versus control chart
Leading and lagging metrics
Characteristics of quality metrics
Metric analysis submission exercise
04
Storytelling with Data
Highlight Communication and engagement
The importance of emotional engagement
Origins and concepts of storytelling
Guardian Post case study
Storytelling for HIPPOs
Real-world examples from the instructor
Gustav Freytag's Story Mountain
Exercise with a leadership film
"Cura Pharma" case study
Presentation exercise using Story Mountain
05 Building Reliable Flow Discipline and impediment management +
Building Reliable Flow
Discipline and impediment management
Definition of flow reliability
Maturity challenge
Practice marking flow start and end points
Managing discards and abandoned work
Re-prioritization and flow debt
Blockers, impediments, and defects
Dependency management
Flow discipline assessment exercise
06 Setting Up the Nave Tool Practical setup +
Setting Up the Nave Tool
Practical setup
Three training datasets available for download
Step-by-step Nave configuration guide
07 Building Metrics from Scratch CFD, Lead Time, Throughput, WIP and Monte Carlo +
Building Metrics from Scratch
CFD, Lead Time, Throughput, WIP and Monte Carlo
Deep dive into Nave metrics
Overview of metric types
Introduction to CFD (Cumulative Flow Diagram)
CFD construction and reading exercise
Statistics for metrics
Lead Time scatter plot
Case study exercise with scatter plot
Lead Time distribution (histogram)
Lead Time optimization
Complex Lead Time case study
Throughput control chart
Throughput distribution histogram
Throughput case study exercise
WIP control chart
WIP aging analysis
Monte Carlo forecasting simulation
Final exercise guidelines — Metrics Canvas
Canvas versions: PNG (Miro/Mural) and PDF (printable)
Using metrics in Scrum retrospectives
08 Using AI in Metrics Applied artificial intelligence +
Using AI in Metrics
Applied artificial intelligence
Automating metrics analysis with AI
Monte Carlo simulation with Machine Learning
Bottleneck identification through assisted analysis
AI-assisted storytelling
09 Advanced Module High-performance techniques +
Advanced Module
High-performance techniques
Opening: improving everything with metrics
Essential feedback cycles: PDCA, A3, OODA Loop
Advanced lead time: long-tail strategies
Batch size calculation
Economic batch size mastery exercise
Queue management: flow control and bottleneck prevention
Exercise with queue management simulator
WIP limit secrets: handling resistance
Exercise with WIP impact simulator
Advanced techniques: blocking elimination
Advanced techniques: handling discards and re-prioritization
10 PME Certification PME Professional Metrics Expert +
PME Certification
PME Professional Metrics Expert
Access to Brazil Open Badges
Issuance of PME – Professional Metrics Expert certification
Instructor
Antonio Polo
A reference in OKRs, Kanban, and Results-Driven Management. He has trained more than 5,000 professionals and supported dozens of organizations in building management systems that increase strategic alignment, predictability, and value delivery.
5,000+
Professionals trained
60+
Classes delivered
4.9/5
Average rating
Testimonials
What students say
Brazil Open Badges
Our certifications
Verifiable digital certifications, registered and issued by Brazil Open Badges.
Exclusive advantages
Included benefits
Lifetime Guarantee
Retake the training whenever you wish, at no extra cost. Review content and stay up to date with the latest practices.
20% Alumni Discount
Up to 20% off on future trainings. Just get in touch to take advantage.
Outcomme Academy
Access to the Sympla Play platform with video lessons, refreshers, practical tools, and advanced metrics content.
Official Certification
PME Professional Metrics Expert
Upon completing the program, you receive the PME certification registered in Brazil Open Badges by OKR Instituto Brasil.
Waitlist
Can't make the next class?
Register your email and be the first to know when new spots open, with early access and a special waitlist offer.
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Investimento
R$ 1.000
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Treinamentos Corporativos
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PME Professional Metrics Expert
Próxima turma
Format
Recorded classes
Certificate
PME · OKR Instituto Brasil
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Certificação Oficial
OKR Instituto Brasil
PME Certification
What is the PME Professional Metrics Expert? +
The PME is a training program focused on building expertise in flow metrics and forecasting. The format proposes hands-on experiences and practical challenges with Lead Time, Throughput, CFD, WIP, Monte Carlo, and AI-assisted analysis.
Who is the PME designed for? +
It is designed for managers, Scrum Masters, agilists, Product Managers, coordinators, and any professional who needs to make data-driven decisions and increase delivery predictability.
Does the training offer a certification? +
Yes. You receive the PME – Professional Metrics Expert certification, issued by OKR Instituto Brasil and registered in Brazil Open Badges.
How does content access work? +
The training includes recorded classes and live online sessions. Access is through the Sympla Play platform, available anytime and from anywhere.
What is included beyond the classes? +
You receive the Outcomme metrics super-spreadsheet (Google Sheets), bonus Fit for Purpose (F4P) metrics, seven queueing theory insights, Burnup and Monte Carlo simulations, and access to the Community of Practice (CoP) with weekly meetings.
Is there a guarantee? +
Yes. We offer a lifetime retake guarantee — you can redo the training whenever you want, at no extra cost.
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