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Turn Product Metrics into Confident, AI-Backed Decision-Making — Micro-Credential

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About this class

Turn Product Metrics into Confident, AI-Backed Decision-Making

AI for Product Metrics Micro-Credential

In this hands-on ICAgile-accredited micro-credential, you’ll use AI to define meaningful product metrics, separate noise from signal, and build simple readouts leaders trust.

You'll learn to integrate AI into a range of product measurement activities, including mapping goals to metrics, designing measurement systems and visualization dashboards, and setting ethical guardrails for responsible AI-use in measurement and analysis, and more!

The AI for Product Metrics course is a stackable micro-credential within the ICAgile AI for Products micro-credential series.​

Core Modules

1. Evaluating Product Metrics with AI

  • Learn to use AI to analyze and critique existing metrics from qualitative data; master AI-integrated techniques to uncover hidden patterns and validate assumptions 

2. Designing New AI-Supported Metrics

  • Discover how to use AI to generate diverse product metrics and explore novel measurement approaches, all while combining with human inputs and judgment

3. Making Product Decisions with AI-Backed Metrics

  • Learn how to infuse AI into decision-making frameworks, and master the AI-powered "Metrics → Insights → Action" loop in product strategy

4. Visualizing (and Critiquing) AI-Generated Metrics

  • Create effective dashboards that combine clarity, narrative, and actionability; learn to critique and refine recommendations combining AI with human judgment

5. Metric Iteration and Evolution

  • Learn to leverage AI to map metric evolution as products mature and markets shift; establish AI-assisted (and automated) feedback loops to improve measurement frameworks

6. Ethical Risks & Guardrails in Product Measurement

  • Analyze ethical scenarios and establish appropriate boundaries for AI use in product metrics and measurement​

​What Makes Us Different​

  • Built for Complexity and Complex Environments
    • We teach AI-integration the way our clients (medium-large organizations) actually adopt it: within the real constraints and opportunities of their internal environments (team capacity, compliance, privacy, security, approval hierarchies, legacy stacks, incentive structures, competing priorities…etc)
  • Evidence Over Opinion
    • We teach a simple signal design cadence approach (Baseline → Experiment → Validation → Assessment/Suggested Next Steps) to earn stakeholder trust across roadmap, release, and backlog decisions.​
  • Ready-to-Implement
    • Leave with a digital toolkit (prompts, templates, decision logs, etc.) you can use the very next day in your role, across Product, Marketing, HR, CX/UX, Ops, Leadership…etc. No gatekeeping here!
  • Cross-Functional Fluency 
    • Our cross-functional expertise shows in our training at every step. We bridge product, agility, innovation, and lean so teams move from ideas to phased delivery with data-backed confidence.

Instructor:​

​​​​Delivered live (virtually) by Carlos Oliveira - an ICAgile-accredited instructor and coach with 25 years experience in product, innovation, and agility. Direct experience working with enterprise, scale-ups, and venture/start-up organizations across all sectors, and with all team levels, including the highest leadership decision-makers.


** Private internal team training is also available. Contact us at info@adaptivex.com for details. **

Details
Start Date
Time
Price
Set by Learning Provider
Instructor(s)
Carlos Oliveira
End date
Location
Online
Language
English
About the Instructor(s)

Carlos Oliveira

Carlos is an experienced entrepreneur, facilitator, and innovation coach for both ventures and enterprise organizations. His professional raison d'etre is to help teams make better decisions, build solutions that delight customers, and to support organizations as they innovate at-scale. Nearly 20 years in, Carlos has a ton of experience in strategic product development and innovation leadership. His expertise also includes applying design thinking, lean start-up, and agile practices in organizational contexts. Ever the entrepreneur, Carlos started his first of several companies as a teenager, building computers and coding out of his home. Following university, he was a founding member of an enterprise learning management start-up that successfully scaled and was ultimately acquired by OpenText in 2011. Since, Carlos has worked with Fortune 500 companies to help implement transformative innovation and agile practices and cultures. He holds a BA in Economics/Computer Studies, and an MBA from Queen's University, Smith School of Business.

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Once you have earned an ICAgile-accredited certification, the certification is yours to keep. We don’t charge any renewal fees or require continuing education credits. We want you to be able to invest your time and resources into continuing your learning journey.