~ICAGile micro-credential~

ai for Product Metrics

Master AI to Define, Track, and Act with Confidence on Product Metrics That (Actually) Drive Results

This hands-on ICAgile-accredited micro-credential helps product teams (and individuals) use AI effectively across metric identification, definition, evaluation, visualization, and ultimately, decision-making.

Seats are limited and are booked on a first-come, first-serve basis.

Check the calendar options here.

Why AI for Product Planning?

Transform how you define, track, and act on metrics using AI-powered tools to measure what matters and drive product success.

AI for Customer Insights micro-credential badge

Earn Your AI for Product Metrics Micro-Credential!

This micro-credential focuses on a single, high-impact skill: using AI to improve and manage product measurement using AI-powered insights.

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

78% of organizations now use AI in metrics + measurement

Image

AI-Powered Metric Intelligence

Learn how to use AI effectively to zero-in on your products most critical success indicators, generate breakthrough metrics, and visualize data for rapid, confident decision-making.

78% of organizations now use AI in

Image

Make Better Decisions, Faster

AI-powered metric analysis unlocks exponentially more product insights in a fraction of the time.

Explore more possibilities, validate faster, and make confidence-backed product "best bet" decisions sooner.

87% companies report improved ROI through data-driven assessment

Image

Career / Team Accelerator

AI skills are the #1 differentiator for product professionals and teams in 2025/2026.

Stand out from the crowd for your knowledge and skills, while simultaneously increasing productivity/efficiency.

83% of leaders and managers prioritize AI proficiency...so far

Image

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 to be eligible for your full ICP AI for Product certification!

25% toward eligibility for the full ICP-AIP certification

Image

Immediately Applicable Learning & Skills

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

Walk away with real artifacts and usable tools.

92% apply AI-assisted discovery tools & practices in 48hrs

Seats are limited and are booked on a first-come, first-serve basis.

Check the calendar options here.

What You'll Master in Less Than 4 Hours

Unlock AI to help drive faster and more effective product planning.

AI for Product Metrics

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

Sarah C., Snr Manager - Enterprise SaaS Headshot
"This course transformed how our team thinks about, sets up and utilize our product-related metrics. We're now using AI to surface powerful insights at 10x the speed — metrics that actually move the needle.

Ethan T., Director of Product Analytics

Here's what you'll learn:

  • How to effectively evaluate and critique existing product metrics with AI

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

  • Use AI-generated insights to make confident product decisions

  • Create clear visualizations and dashboards that tell compelling data stories

  • Iterate on metrics over time as products and markets evolve

  • Navigate ethical considerations and establish appropriate guardrails

Total value: $519 CAD

Launch Price: $399 CAD!

Curriculum Modules

AI for Product Metrics includes six core modules. Each module includes a balanced introduction of theory, hands-on-learning and case studies or real-world examples.

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.

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.

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.

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.

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.

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.

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

Simple, Transparent Pricing

Invest in your career. Invest in your future. Invest in AI learning.

Independent Learner

Perfect for career-focused professionals looking to deepen their knowledge and expand their AI skill set.

$519 CAD

$399 CAD

Early Bird Pricing: ADDITIONAL 25% OFF!

  • 4 hours of live (virtual) training

  • ICAgile "AI for Product Metrics" micro-credential

  • Hands-on learning using real scenarios appropriate for the complexity of organizational environments

  • Expert ICAgile-accredited instructor: Carlos Oliveira

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

** 100% safe and secure pricing through Stripe. **

Internal Team Training

Build the necessary internal AI knowledge and skill levels to increase your competitive advantage.

8-20 participants

Custom Pricing

Contact For Pricing & Volume Discounts!

  • All benefits outined in the "Individual 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 Products micro-credential series

  • Invoicing available for team training

An AdaptiveX team member will respond in 24hrs or less!

Who Should Attend

This micro-credential is designed for professionals who want to leverage AI for customer understanding

Product owners + Managers

Speed up discovery cycles and validate ideas

BusinESs Intelligence & Data

Those who connect all the dots with data and insights

Customer Exp/Success

Those who work with and for customers all day, every day

Product Development

Those who research, build and design the products for customers

Product Adjacent Professionals

Business Units who work with/alongside Product Teams (Marketing, Sales, etc.)

Leaders + Executives

Those who set strategy and manage execution
(Snr Mgrs to C-Suite)

Training You Can Trust

As your learning partner, AdaptiveX delivers globally recognized, accredited training that meets the highest industry standards, empowering both individual career climbers 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.

ICAgile logo and link to accreditation page
ICAgile member-in-good-standing badge
ICAgile accredited course badge
ICAgile instructor-in-good-standing badge

AI for Products Micro-credential series

AI for Products series is an exciting new micro-accreditation series that follows the same rigor and quality assessment as other ICP accreditation courses, but broken up into smaller theme-heavy modules.

Each provides its own micro-credential and upon completion of four, learners become eligible for a full ICP certification!

STILL NOT SURE?

Frequently Asked Questions

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

This micro-credential is designed for product owners/managers, data analysts, business intelligence professionals and cross-functional product/product-adjacent leaders who wants to learn how to better leverage AI to improve and accelerate measurement and decision-making.

It's ideal for those who already understand product measurement fundamentals and are ready to integrate AI into their metrics analysis workflows.

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.

It also helps a lot too if you've had exposure to "product" measurement within the context of product management/development, and have a working familiarity with the terms, tools, and general processes.

The course is designed to teach you how to effectively use AI tools for product metrics and measurement, and we focus on connection of knowledge and understanding to practical applications rather than deep technical knowledge.

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 B2B scheduling expert, Leah O. at [email protected] or by filling out this short form (follow-up will be 24hrs or less).

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

Absolutely!

While our course content and activities lean toward representing our typical client environments (medium- to large-sized organizations), this is still a relevant course and micro-credential for anyone interested in deepening their foundational AI knowledge + understanding, and in building their AI skill within the "product" sphere.

Even where the examples, case studies or activities may be tailored with an organizational environment in mind, the underlying principles and use cases absolutely still apply to any product-related workflows and environment, including small and even micro (who often provide product-related services to companies and organizations).

Especially when taken along with the other courses in the AI for Products Micro-Credential Series, you'll find that the themes, frameworks and tools are relevant in many different contexts, environments, and applications.

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.


👉 And don't worry, we'll be straight with you. We feel very strongly about fit and slimy selling practices don't vibe with our values!

How does this AI course differ from others?

Unlike generic AI or theory-heavy courses, this curriculum is designed specifically for product metrics and measurement (as part of the full product management lifecycle), within complex environments.

We don't just teach AI capabilities. We teach practical integration of AI along the product measurement process, framing as much as possible with real organizational constraints: legacy systems, approval hierarchies, competing priorities, and risk management (to name a few).

This AI training course is designed and delivered to support, enhance and augment how individuals/teams (and their leaders) within medium-large organizations actually work in product measurement in product or product-adjacent business units.


Freelancer/Solopreneur/Entrepreneur? This may still be for you - check out the "Is this course appropriate for freelancers, solopreneurs, and entrepreneurs?" question above.

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 product measurement within the frame of company/enterprise 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 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 Products Micro-Credential Series.

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 Planning
- AI for Product Metrics

(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 expert facilitator and ICAgile-accredited instructor, Carlos Oliveira.

Carlos has an impressive 25-year career as a coach/trainer/facilitator/advisor in product, innovation and agility, across all sectors, all organizational sizes, and with every experience level, from entry level team member to the very highest decision-makers and executives.

No matter what your experience, you're in very good hands with Carlos. 👌

Will You Add Asynchronous Options?
Yes - that's the plan!

We're aiming to get asynchronous versions of this and all our AI for Product micro-credential courses up and running by summer 2026.

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.

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

Refunds will only be available up to 72 hours before the course runs.

Likewise, rescheduling is permitted up to 72 hrs 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 Refund & Rescheduling policy here.

READY TO TRANSFORM YOUR PRODUCT PLANNING?

Join your ambitious product professional peers looking to master AI-powered product planning.