EARN YOUR AI FOR PRODUCT PLANNING MICRO-CREDENTIAL

Master AI to Turn Your Product Planning into Clear, Confident Roadmaps and Release Plans

This hands-on ICAgile-accredited micro-credential helps product teams and professionals enhance their skills and tools in feature prioritization, exploring roadmap options, and designing realistic realease plans you can clearly communicate.

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 27 march 7 + 27 April 11 May 1 + 9 June 5 + 13

  • 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 27 march 7 + 27

April 11 May 1 + 9

June 5 + 13

Why Take the AI for Product Planning Micro-Credential?

Transform how you make better (and faster) decisions, prioritize features, and deliver strategic value that moves the needle.

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Earn Your AI for Product Planning Micro-Credential!

This micro-credential focuses on a building the high-impact skill set involved in integrating AI into product planning, giving you the competitive edge to stand out in a crowded market.

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

90% of leaders will offer higher salaries/titles to those with recognized micro-credentials

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Connect the Dots and Speed Up Your Product Planning

Use AI to connect customer insights and discovery findings to your strategy and backlog in minutes. Learn to link the right signals that move from "interesting insight" to "planned work" in a fraction of the time.

Accelerate your time-to-market with the right features, right roadmap and right release plan.

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Reduce Planning Cycles from Weeks to Hours

Use AI to prioritize features, compare scenarios and build strong roadmaps and releases in half the time.


Turn messy inputs into structured options and cut down on working sessions while boosting the quality of your planning.

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Career / Team Accelerator

AI skills are becoming the baseline expectation for product professionals and teams in 2026. This course helps ou build the the practical planning-specific AI skills you need to accelerate your career or raise the team bar.

The time to invest in the AI and product-integrated future is now!

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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 Planning micro-credential course 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 the AI-powered techniques to unlock deeper product understanding and drive product planning excellence.

AI for Product Planning

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

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2026 At-A-Glance Class Calendar

At-A-Glance Class Calendar

AI for Product Metrics

At-a-glance class options for the "AI for Product Planning" 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 to:

  • Turn messy inputs into clear, prioritized product planning options

  • Model roadmap and release scenarios, and compare time, risk, and resource trade-offs

  • Apply AI-enhanced prioritization frameworks (RICE, MoSCoW) to score and sequence work

  • Design multi-iteration release plans that balance impact, capacity, and dependencies

  • Spot and reduce biases in AI-generated plans so decisions stay fair and transparent

  • Communicate your AI-supported roadmap in ways stakeholders understand and trust

Total value: $519 CAD

Launch Price: $399 CAD!

Use coupon code "EARLYBIRD" for 25% off, January 1 to 31, 2026

What to Expect in the AI for Product Planning Modules

The certified AI for Product Planning training includes five core modules.

Each live module includes approximately 40 minutes of balanced theory and hands-on-learning activities using case studies and real-world examples, plus a short break.

module 1

AI-Powered Product Planning Foundations

Learn to use AI to surface, evaluate, and cluster product strategies that align with strategic objectives. Use generative AI to expand your thinking beyond conventional brainstorming.

This module covers:

  • Generate diverse ideas using AI-assisted research and trend analysis

  • Cluster opportunities using AI into strategic themes directly aligned to your business objectives

  • Use AI to spot marketing patterns aligned with your specific customer needs

  • Create visual opportunity maps to communicate strategic direction to stakeholders

module 2

AI-Simulated Roadmap Scenarios

Master the art of modeling multiple roadmap formats and comparing strategic paths using AI. Generate options that give decision-makers with clear, side-by-side trade-off analysis.

This module covers:

  • Generate multiple roadmap formats using AI (outcome-oriented, Now-Next-Later, theme-based)

  • Identify and model "what-if" scenarios to explore different strategic directions

  • Analyze trade-offs across time, resources, risk and business value

  • Present scenario comparisons that support informed product decisions

module 3

AI-Supported Feature Prioritization

Apply proven prioritization frameworks enhanced with AI-generated scoring and analysis. Create ordered backlogs that balance data with real-world judgment.

This module covers:

  • AI-powered scoring frameworks (RICE, MoSCoW, etc)

  • Generate Impact/Effort analyses for key backlog items

  • Balance quantitative AI recommendations with qualitative input

  • Build clear prioritization rationales that align teams and leadership

  • Identify when AI scoring conflicts with strategic priorities and how to resolve tensions

module 4

Multi-Iteration Release Planning

Design AI-assisted release plans that balance customer needs, technical constraints, and time to market pressures. Learn to optimize sequencing while managing dependencies.

This module covers:

  • Build multi-iteration release plans using AI capacity and dependency checks

  • Balance competing priorities in each iteration: customer value, technical debt, and innovation

  • Sequence features to maximize early wins and reduce risks

  • Communicate release strategies that build stakeholder confidence

  • Adjust plans dynamically as new information emerges using AI scenario modelling

module 5

AI Ethical Considerations & Risk Mitigation

Examine the reliability, biases, and ethical implications of using AI in planning. Implement governance practices that build trust while capturing AI's value.

This module covers:

  • Spot bias, hallucinations, and risk in AI planning outputs and reduce them

  • Assess how AI outputs may impact strategic priorities, customers, and teams

  • Design ethical guardrails and approval processes for AI-assisted decisions

  • Communicate your AI use in planning in ways stakeholders understand and trust

Simple, Transparent Pricing

Invest in developing your AI skills and expertise. Invest in your competitive advantage.

Independent Learner

Perfect for career-focused professionals looking to deepen their knowledge and expand their AI skill set in the area of product planning and releases.

Your Investment:

Total Value: $519 CAD

Now: $399 CAD

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

  • ICAgile "AI for Product Planning" 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

Safe, encrypted payment via Stripe

Internal Team Training

Build shared AI + planning skills across your product, data, and leadership teams to better prioritize features, create roadmap scenarios and plan aligned releases that stakeholders trust.

Your Private 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!

Who Should Attend the AI for Product Planning Training

This certified training is designed for professionals who want to leverage AI to improve their product feature prioritization, planning, and release roadmaps.

👉 If you help shape what gets built for customers, when and how in any environment, this live, certified AI training course is for you!

Product owners & Managers

Those who own product roadmaps, backlogs, and priorities, and need to explain planning decisions to stakeholders.

Delivery, Scrum & Release leads

Those coordinating capacity, dependencies, and timelines ,and who want to use AI to design realistic, achievable release plans.

BUSINESS analysts & product operations

Those turning strategy, data, and constraints into planning inputs, and who want better, faster ways to structure and communicate options.

Product Development & TEsting

Those building and validating products who need clear, outcome-focused roadmaps and visibility into what's coming next.

Product-Adjacent Professionals

Partners in Marketing, Sales, CX/UX, and Support who influence what gets prioritized and need to understand and shape the roadmap.

managers, Leaders, And Executives

Those who set direction, approve investments, and who want their teams using AI for responsible planning, not just ad hoc experimentation.

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 Planning 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 Planning course is the third 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 Planning" micro-credential badge
  • Each course in the series provides its own ICAgile micro-credential and badge

  • Complete four AI for Products micro-credentials 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 Planning 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 Planning micro-credential course designed for?

This micro-credential is designed for product owners/managers, business analysts, delivery and release leads, product designers/developers, and really anyone involved in product planning who wants to learn how to better leverage AI to improve and accelerate product planning work.

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

How does the this course relate to the other AI for Product courses?

The "AI for Product Skills Collection" series covers the entire product management lifecycle, and each connects to and builds on the others, 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 all aspects of product planning, including prioritization, and roadmap and release development.

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 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.

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 planning 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.

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!

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

Yes - absolutely!

The AI for Product Planning course is relevant for anyone offering products or services to customers/clients, and wants to deepen their knowledge and understanding about using AI in product planning, from features to release plans and roadmaps.

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.

How does this AI course differ from others?

Unlike generic AI courses, this curriculum is lazer-focused on the use of AI in product planning stage 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 product planning and product management 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 planning 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 Planning." 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 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.

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 an automatic, formal 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.

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.

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.

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 PLANNING SKILLS?

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