EARN YOUR AI FOR PRODUCT METRICS MICRO-CREDENTIAL

Stop Drowning in Dashboards. Learn to Use AI to Pick, Track and Act on the Product Metrics That Actually Matter.

This hands-on ICAgile-accredited training helps product professionals and teams how to use AI to identify and design better metrics, read signals faster, and make the right strategic decisions.

4-Hour Live, Certified AI Training Earn your ICAgile micro-credential Part of ICAgile's AI for Products Micro-credential Series Limited seats available in cohorts

Next 2026 cohorts open: January 23 + 31 february 20 + 28 march 20 + 28 April 24 maY 2 + 29 June 6

  • 4-Hour Live Certified AI Training

  • Earn your ICAgile micro-credential

  • Part of ICAgile's AI for Products Micro-credential Series

  • Limited seats available in cohorts

Next 2026 cohorts open:

february 20 + 28

march 20 + 28 April 24

maY 2 + 29 June 6

Why Take the AI for Product Metrics Micro-Credential?

Transform how you measure product performance using AI-supported metrics and dashboards that guide decisions.

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Earn Your AI for Product Metrics Micro-Credential!

This micro-credential focuses on building your high-impact skill set in designing, tracking and evolving product metrics to better ground decisions in evidence (not intuition or vanity metrics).

Upon completion you'll receive an AI for Product Metrics credential from ICAgile.

96% of employers say micro-credentials strengthen employee profiles and team skills

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Build Metrics that Actually Drive Results

Learn to use AI to cut through noisy dashboards, spot gaps in what you're measuring, generate better signals, quickly identify patterns that humans may miss and design a small set of metrics that match your real product and business goals.

Take your data and measurement to the next level and elevate your product decision-making.

78% of organizations now use AI in metrics + measurement (and growing...fast!)

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Turn Metrics into Better Decisions, Faster

Learn simple AI workflows that turn raw data into simple stories, visual dashboards, and smart next steps. Use them to pair AI-generated insights to decide when to double down, pivot or stop —without weeks of debate.

Learn how to make evidence-backed "best bet" decisions in a quarter of the time, with full confidence.

87% companies report improved ROI through data-driven assessment

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Career / Team Accelerator

Applying AI to metrics and measurement effectively is one of the sharpest competitive edges a professional, leader or team can bring to the table (or market) — especially in 2026.

Build the skill set and speak the language that will set your performance apart and drive your competitive advantage.

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Stackable Micro-Credential to Acquire full ICP-AIP Credential!

Complete four micro-credentials from the six options in the AI for Product micro-credential series for eligibility for a full "AI for Products" ICP certification — proof you can effectively apply AI across the product lifecycle, not just one area.

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Immediately Applicable Learning & Skills

No theory-only learning here! Apply what you learn to your actual daily work...tomorrow!

Walk away with real artefacts and usable tools.

95% of students are able to apply a tool within 24hrs

Seats for the AI for Product Metrics micro-credential training are limited and are booked on a first-come, first-served basis!

What You'll Master in Less Than 4 Hours

In this four-hour live AI training, you'll learn practical, safe ways to use AI to design, track and act on the product metrics that guide your roadmap, experiments and strategy.

AI for Product Metrics

Part of the "AI for Product" Micro-Credential Training Series

"AI for Product Metrics" micro-credential badge

2026 At-A-Glance Class Calendar

At-a-glance class options for the "AI for Product Metrics" micro-credential in January through June, 2026. January classes are sold out.

Want to schedule a private team training on a different date or time?

👉 contact us here

An adaptiveX team member will respond within 24hrs

Here's What You'll Learn.

By the end of the course you'll be able to use AI effectively to:

  • Spot gaps, noise or misalignment in existing metrics

  • Generate and refine new AI-supported metrics aligned to business goals

  • Use AI-generated insights to make confident "go / grow / change / stop" product decisions

  • Build simple dashboards and clear visualizations that tell compelling stories (not data dumps)

  • Evolve and iterate your metrics as products and markets change

  • Apply ethical guardrails so AI-driven metrics stay fair, transparent, and responsible

Total value: $519 CAD

Launch Price: $399 CAD!

Use the coupon "EARLYBIRD" for extra 25% discount, January 1 to 31, 2026.

Simple, Transparent Pricing

Invest in developing your AI + metrics skills and expertise. Learn to speak the language leaders care about and customers deserve.

Independent Learner

Perfect for career-focused professionals looking to deepen their knowledge and expand their AI skills in product metrics and measurement.

Your Investment:

Total Value: $519 CAD

Now: $399 CAD

Early Bird Pricing: extra 25% OFF from Jan 1 -31!

  • ICAgile "AI for Product Metrics" micro-credential

  • 4 hours of live (virtual) training

  • Hands-on learning using real-world scenarios

  • Expert ICAgile-accredited instructor: Carlos Oliveira

  • Ready-to-use digital artifacts, tools and templates

Secured, encrypted payments through Stripe

Internal Team Training

Build the necessary internal AI knowledge and skill levels in metrics and measurements to drive results and increase your competitive advantage.

Your Team Training Investment:

8-20 participants

Custom Pricing

Contact For Pricing & Volume Discounts!

  • All benefits outlined in the "Independent Learners" included

  • Private team training with customized content (examples, scenarios, use cases)

  • Flexible scheduling options available

  • Additional volume discounts for scheduling multiple cohorts and/or all courses from the AI for Product micro-credential series

  • Invoicing available for team training

An adaptiveX team member will respond in 24hrs or less

Thinking about the full AI for Product Series?

Smart move! Here's why...👇

The "AI for Product Skills Collection" micro-credential series covers the entire product management lifecycle, with each course connecting and building on the others:

customer research product discovery product planning product metrics product strategy stakeholder management

Register for four AI for Product micro-credentials and get an additional $200 series discount (save $50/course).

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Register in the Early Bird window with code EARLYBIRD for a total savings of over $1,000!
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Upon completion you'll be eligible for your full ICAgile "AI for Products" certified professional accreditation — proof you can effectively apply AI across the full product lifecycle, not just one area.

Series and Early Bird discounts also apply to private, internal team training (8-20 participants). Contact us for details!

What to Expect in the AI for Product Metrics Modules

The certified AI for Product Metrics training includes six core modules.

The live modules includes approximately 30 to 45 minutes of balanced theory and hands-on-learning activities using case studies and real-world examples, plus a short break.

module 1

Evaluating Product Metrics with AI

Learn to use AI to analyze and critique existing metrics from qualitative data (interviews, surveys, support tickets, etc.). Master techniques to uncover hidden patterns and validate assumptions.

This module covers:

  • AI-powered metric evaluation and analysis frameworks

  • Strengths and weaknesses assessment of current metrics

  • Pattern recognition in existing product measurements

  • Validation techniques for metric reliability and relevance

module 2

Designing New AI-Supported Metrics

Discover how to use AI to generate diverse product metrics and explore novel measurement approaches. Learn to combine AI generated insights with human inputs.

This module covers:

  • Creative metric ideation using AI-assisted techniques

  • AI-powered metric brainstorming and categorization techniques

  • Aligning metrics with business and product goals

  • Validity assessment and practical testing approaches

module 3

Making Product Decisions with Metrics + AI

Master the 'Metrics → Insights → Action' loop in product strategy, leveraging AI. Learn how to infuse AI into decision-making frameworks: when to move ahead, pivot or stop, based on AI-analyzed metrics.

This module covers:

  • AI-supported product decision frameworks and methodologies

  • Confidence assessment in AI-generated recommendations

  • Human reasoning refinement of AI insights

  • Leadership judgment integration with metric-driven decisions

module 4

Visualizing (and Critiquing) AI-Generated Metrics

Create effective dashboards that combine clarity, narrative, and actionability. Learn to critique AI presentations and refine recommendations pairing AI + human judgment.

This module covers:

  • Dashboard design principles for metric communication

  • Data storytelling with AI-enhanced insights

  • AI-generated visualization critique and refinement

  • Identifying and addressing biases in AI interpretations

module 5

Metric Iteration and Evolution

Learn to use AI to map metric evolution as products mature and markets shift. Establish AI-assisted (and automated) feedback loops to continuously improve and evolve measurement approaches.

This module covers:

  • AI-supported metric lifecycle management and evolution strategies

  • Adaptation strategies for changing market conditions

  • Developing AI-powered continuous improvement frameworks

  • Feedback loop establishment for ongoing refinement

module 6

Ethical Risks & Guardrails in Product Metrics

Analyze ethical scenarios and establish appropriate boundaries. Learn to balance AI capabilities with human oversight for responsible metric practices.

This module covers:

  • Ethical consideration frameworks for AI-driven metrics

  • Responsible AI governance and oversight practices

  • Privacy and bias identification in metric design

  • Guardrail establishment for ethical measurement

Seats for the AI for Product Metrics micro-credential training are limited and are booked on a first-come, first-served basis!

Who Should Attend this AI Training?

This certified AI for Product Metrics training is designed for professionals who want to use AI to understand product performance, not just collect more data.

👉 If you help shape what gets built shipped or kept (in any environment), this live, certified AI training course is for you!

Product owners & Managers

Those who guide roadmaps and outcomes and need clear metrics to decide what to build, change, or stop.

Customer Exp/Success & UX/UI

Those closest to customers who want their insights to show up in simple metrics and dashboards leaders actually use.

BUSINESS Analysts & Product Operations

Those turning strategy, constraints, and data into plans, and who want cleaner, shared metrics to inform options and trade-offs.

Product Developers & TEsting

Those building and testing features who want metrics that link technical work to product and business results.

Product-Adjacent Professionals

Business teams (Marketing, Sales, CX, Ops, etc.) who want to tie their work to shared product metrics, not just siloed reports.

managers, Leaders, And Executives

Those who set direction, approve investments, and want AI-ready metrics they can trust for big decisions.

AI and Product Training You Can Trust

As your learning partner, adaptiveX delivers globally recognized, accredited training that meets the highest industry standards, empowering both ambitious individual professionals and enterprise teams to thrive in the AI era.

ICAgile accredited member

At adaptiveX we're proud to continue our history as active training providers and members-in-good-standing with ICAgile - a globally recognized accreditation and certification body for agile training.

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The AI for Product Metrics micro-credential is part of ICAgile's AI for Products Skills Collection: a set of stackable micro-credentials that build AI skills and can lead to a full AI for Product skills certification.

The AI for Products Micro-credential series

The AI for Product Metrics course is the fourth course in the AI for Product micro-credential series.

The micro-credential series is a set of applied of short, stackable courses aimed at building high-demand AI skills and expertise in specific stages along the product management lifecycle.

The full AI for Products micro-credential ICAgile badge series, highlighting the "AI for Product Metrics" micro-credential badge
  • Each course in the series provides its own ICAgile micro-credential and badge

  • Complete four AI for Products micro-credentials for eligibility for the full "AI for Products" certification (ICAgile)

  • The AI for Product Strategy and AI for Stakeholder Management are coming soon

  • Take the micro-credentials in any order, at a pace that fits your schedule

  • Get a $200 ($349/course) series discount when you register for all four micro-credentials

Frequently Asked Questions

Have Questions About the AI for Product Metrics Micro-Credential Course?

Don't see your question here? No problem - contact us here and a team member will get back to you within 24hrs.

Who is the AI for Product Metrics micro-credential course designed for?

This micro-credential is designed for anyone who's involved directly or indirectly in developing products or services for customers/clients and need to learn how to integrate AI into their product measurement activities.

How does the AI for Product Metrics relate to the other AI for Product courses?

The "AI for Product" series covers the entire product management lifecycle, and each connects to and builds on the others:

customer research product discovery product planning product metrics product strategy stakeholder management

AI for Product Metrics is focused on integrating AI effectively into metrics, measurement and performance tracking workflows.

Should I take the full AI for Product series?

YES — if you want end-to-end confidence and competence in AI-supported product work. Completing four micro-credentials leads to eligibility for a full ICP certification in AI and Product, as well as a $200 series discount (per class savings of $50).

Find out more about the full series here.

Do I need prior AI experience? What about "product" experience?

We do recommend that you have some experience and a general awareness of how to use AI and generative/LM models, but you don't have to be an expert.

You also don't need "product" experience, although having even a small working familiarity with the terms, tools, and general process might help (not necessary).

We'll start with accessible governed ways to use AI in discovery activities, and build from there. You'll get templates and guardrails so you can use AI safely and confidently regardless of your level of experience.

Is this course appropriate for freelancers, solopreneurs, and entrepreneurs?

Yes - absolutely!

The AI for Product Metrics course is relevant for anyone offering products or services to customers/clients, and wants to deepen their AI skillset to better understand the metrics that drive results and better decision-making.

If you'd like to have an honest, candid chat to figure out whether it's truly a fit for you, contact us contact us here.

I want to book a private internal team session for my company/department. How do I proceed?

If you're looking to explore and/or move ahead and schedule a team training session for this course, we recommend you contact our business training team here.

A team member will contact you within 24 hours to help figure out the best options for you and your team!

How does this AI course differ from others out there?

Unlike generic AI courses, this curriculum focuses specifically on the use of AI in product metrics + measurement within the product management lifecycle, and it fits in the broader "AI for Product Skills Collection."

We don't just teach AI theory and capabilities. We teach practical integration of AI, framing as much as possible with the real-world variables of your day-to-day, including the many constraints and opportunities you may experience inside your organization.

Additionally, this course (as well as the other AI for Product micro-credentials) are fully accredited by ICAgile and taught by our licensed, accredited and authorized instructors, meaning they meet the highest quality standards and prove a certain level of professional competency and skill.

Learn more about ICAgile's accreditation here.

What tools will I learn to use?

You'll learn to work with popular generative AI tools like ChatGPT, Claude, and other AI platforms commonly used in customer research & analytics (and product management more broadly) within the frame of internal organizational environments.

The focus is on connecting learning with practical application — creating effective prompts for a given stage activity, how to interpret AI outputs, and how integrate AI into your existing product metric and measurement strategies and executional workflows.

With our deep experience in enterprise environments, we understand the unique challenges of your business day-to-day. Frameworks, tools, and content are adapted accordingly.

Will I receive a certification?

Yes! Upon completion of this micro-credential, you'll earn an ICAgile micro-certification for expertise in "AI for Product Metrics." This micro-credential is one of six stackable micro-credentials in ICAgile's AI for Product Skills Collection.

Importantly, students must be present and complete at least 95% of the live, four-hour course.

Upon successful completion of four micro-credentials in the AI for Products series, you'll be eligible for a full ICP certification from ICAgile.

At adaptiveX we're currently offering four of the AI for Product micro-credentials:
- AI for Customer Insights
- AI for Product Discovery

- AI for Product Metrics
- AI for Product Planning


(AI for Product Strategy and AI for Stakeholder Mgt coming soon!)

You can learn more about the full AI for Product series here.

How long is the course and how is it delivered (and by who)?

This course is a live, 4 hour, virtual training session led by our awesome expert facilitator and ICAgile-accredited instructor, Carlos Oliveira.

The course combines some theory, but is heavy on interactive activities and dynamic discussions. Students must actively participate in 95% of the course to receive your micro-credential (all cameras on!). There is no exam required.

Participants will have access to all artefacts and documents created and used in the course upon successful completion.

Recordings of the course will not be available at this time.

Is this course available online or asynchronously?

No, not at this time.

We do plan on offering asynchronous versions of this and all our AI for Product micro-credential courses soon. We expect to have them up and running by May/June of 2026.

For now, we're offering live (virtual) only.

Please note that to earn your ICAgile certification you must actively participate in 95% of the course — cameras on and group participation is required. If you can't attend the entire 4hours, unfortunately you won't receive your micro-credential.

When and how do I select my course date?

As soon as you complete the checkout, you'll be able to select and book the course date that works best for you.

Please recall you must actively participate in 95% of the course to receive your micro-credential, so if you're concerned you may not be able to attend the full 4hours, please select a different class date option.

‼️ Make sure you use the exact same email, first + last name in both forms ‼️

As you complete both steps you'll receive confirmation emails and a receipt. You'll get a few reminder emails (and texts, if you sign up for them) as the course gets closer.

👉 Make sure you check your junk folders and add emails from AdaptiveX to your safe senders list!

Contact us here any time if you're having any difficulty.

What is your refund or rescheduling policy?

Because of the live, dynamic nature of the course and current accreditation requirements, a minimum number of students are required to run the course.

Cancellation, rescheduling and refunds will only be available up to 48 hours before the course runs.

No refunds will be available for no-shows and you will not receive your accreditation (accreditation rules require participants to actively participate and complete 95% of the live course). You can find more detail on our Rescheduling, Cancellation & Refund policy here.

READY TO TRANSFORM YOUR PRODUCT METRICS EXPERTISE?

Join your ambitious product professional peers looking to master AI-powered product metrics to drive real results and action.