
This micro-credential focuses on a single, high-impact skill: using AI to improve product planning customer insights.
Upon completion you'll receive an AI for Product Planning credential from ICAgile.
79% of corporate strategists say AI/analytics are critical

Use AI to connect customer insights and early discovery outcomes with strategic objectives and evaluate the opportunity in mere moments!
The drastic improvement in product planning efficiency significantly accelerates your time-to-market.
40% productivity increase in orgs/teams using GenAI reporting

Use AI to identify better hypothese, to test experiments faster, and to provide data-backed analysis of roadmap scenarios.
In so doing, teams can reduce planning cycles by up to 10x!
up to 10x faster hypothesis validation

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

Complete four micro-credentials from the six AI for Product micro-credential series to be eligible for your full ICP-AIP certification!
25% toward eligibility for the full ICP-AIP certification

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



Sarah C, Snr Mgr, Enterprise SaaS
Here's what you'll learn:
Use AI to surface, evaluate, and cluster product opportunities aligned with strategic goals
Model multiple roadmap scenarios and compare trade-offs across time, resources, and risk
Apply AI-enhanced prioritization frameworks (RICE, MoSCoW) balanced with human judgment
Design multi-iteration release plans that optimize capacity and manage dependencies
Identify and mitigate biases in AI-generated planning outputs
Build stakeholder trust through transparent AI governance and ethical guardrails
Total value: $519 CAD
Launch Price: $399 CAD!
AI for Product Discovery includes four core modules. Each module includes a balanced introduction of theory, hands-on-learning and case studies or real-world examples.
Learn to use AI to surface, evaluate, and cluster product strategies.that align with strategic objectives. You'll use generative AI to expand your thinking beyond conventional brainstorming.
Generate diverse ideas using AI-assisted research and trend analysis
Pair with AI to cluster opportunities into strategic themes matching your strategic objectives
Leverage AI to evaluate, assess and identify market patterns that align with your specific customer needs
Create visual opportunity maps to communicate strategic direction to stakeholders
Master the art of modeling multiple roadmap formats and comparing strategic paths using AI. Learn to generate different options that provide decision-makers with clear trade-off analysis.
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; assess the roadmap approach best suited to your internal context
Present scneario comparisons that support informed strategic product decisions
Apply proven prioritization frameworks enhanced with AI-generated scoring and analysis. Learn to create ordered backlogs that combine data-driven insights with cross-functional perspectives and business judgment.
AI-powered scoring frameworks (RICE, MoSCoW, etc)
Generate comprehensive impact and effort analyses for backlog items
Balance quantitative AI recommendations with qualitative input
Create prioritization rationales that align teams and leadership
Identify when AI scoring conflicts with strategic priorities and how to resolve tensions
Design AI-assisted release plans that balance customer needs, technical constraints, and time to market pressures. Learn to optimize iteration planning while maintaining strategic alignment and dependencies.
Create multi-iteration release plans using AI capacity and dependency analysis
Balance competing priorities: customer value, technical debt, and innovation
Optimize feature sequencing to maximize early wins and reduce risk
Communicate release strategies that build stakeholder confidence and alignment
Adjust plans dynamically as new information emerges using AI scenario modelling
Examine the reliability, biases, and ethical implications of using AI in planning decisions. Learn to implement governance practices that build trust while capturing AI's value in complex enterprise environments.
Spot bias and risk (hallucinations, etc.) in planning outputs and identify reduction/mitigation solutions
Assess how AI outputs may have unexpected consequences or impact organizational priorities
Design ethical guardrails and approval processes for AI-assisted planning decisions
Communicate release strategies that build stakeholder confidence and alignment
Build trust through transparency in AI governance and human oversight
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 Planning" 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. **
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!
This micro-credential is designed for professionals who want to leverage AI for customer understanding
Speed up discovery cycles and validate ideas
Those who work with and for customers all day, every day
Those who connect all the dots with data and insights
Those who research, build and design the products for customers
Business Units who work with/alongside Product Teams (Marketing, Sales, etc.)
Those who set strategy and manage execution
(Snr Mgrs to C-Suite)
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.
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!
This micro-credential is designed for product owners/managers, UX researchers, business analysts, innovation leaders, product designers, 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.
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" management/development (or product-related or product-adjacent roles/experience), and have a working familiarity with the terms, tools, and general process.
The course is designed to teach you how to effectively use AI tools for product planning, and we focus on connection of knowledge and understanding to practical applications rather than deep technical knowledge.
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).
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!
Unlike generic AI courses, this curriculum is designed specifically for product planning (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 management 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 management/product adjacent areas.
Freelancer/Solopreneur/Entrepreneur? This may still be for you - check out the "Is this course appropriate for freelancers, solopreneurs, and entrepreneurs?" question above.
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 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 discovery 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.
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 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.
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.
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.
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.
Join your ambitious product professional peers looking to master AI-powered product planning.