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AI-Driven Product Strategy

Harness AI to build product strategy that drives growth.

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Program Overview: AI-Driven Product Strategy Program

The eight-week AI-Driven Product Strategy online program from Kellogg Executive Education empowers participants to lead the entire product life cycle, from vision and discovery to go-to-market (GTM) and growth.

Today, organizations demand greater speed, precision and sharper decision making from product teams. Yet, many professionals remain caught in cycles of reactive execution, fragmented alignment and process-heavy routines. The program’s curriculum integrates artificial intelligence (AI) throughout and empowers participants to use generative AI (gen AI) tools and signature frameworks to solve product challenges, translate insights into action and lead high-stakes conversations with confidence. By the end of this AI in product strategy program, participants will be equipped to lead product development and innovation with strategic clarity and AI-driven confidence.

Gen AI in Practice: Application Across Every Module

Gen AI is integrated across the curriculum as a practical enabler to enhance workflows, improve decision making and accelerate execution. Every module includes a structured assignment that mirrors real-world product scenarios and incorporates targeted AI workflows. The following assignments are included:

  • Craft a V2MOM for your chosen product scenario and use AI to generate draft versions of product vision statements and compare vision frameworks

  • Conduct an opportunity analysis using frameworks and​ use AI to simulate customer segments, generate personas and draft opportunity hypotheses

  • Build either a product requirements document (PRD) section or an Amazon-style PR/FAQ and prompt AI for wireframe ideas or writing PR/FAQ language​

  • Create a feature-centric roadmap and then convert it into a thematic roadmap using AI 

  • Design a GTM plan and use AI to simulate onboarding copy or activation messaging​ and cowrite tactical GTM plans

  • Choose a pricing model, build a monetization strategy and run “what-if” pricing simulations using AI scenario prompts​

  • Design a growth plan and use AI to simulate product feedback loops​, draft future version summaries and identify expansion opportunities

  • Craft a communication strategy or a pitch for a tough product decision and use AI to draft and refine persuasive content and simulate responses to difficult conversations

Key Takeaways

By the end of this program, participants will be able to:

  • Design a strategic product vision and roadmap that aligns with corporate goals and motivates organizational alignment

  • Analyze product opportunities using frameworks and AI-supported insights to inform strategic decisions

  • ​Build and deliver monetization and GTM strategies that drive product-led growth

  • Apply proven practices in product development, pricing and growth to deliver long-term business value

  • Evaluate communication and influence strategies to strengthen stakeholder alignment and decision making

Hear From The Faculty

“Many professionals build products through experience and intuition but struggle to scale their impact without a structured strategy. The AI-Driven Product Strategy program brings that structure through strategic frameworks, peer learning and AI-powered hands-on experience. By the end of this program, you will be able to confidently manage complexity, influence stakeholders and lead product innovation from vision to growth.”
 Mohanbir Sawhney
Mohanbir Sawhney
Associate Dean, Digital Innovation | McCormick Foundation Chair of Technology | Clinical Professor of Marketing | Director, Center for Research in Technology and Innovation

Why Kellogg Executive Education?

Kellogg is ranked No. 1 among business schools for marketing education, according to the U.S. News & World Report, 2025.

Kellogg Executive Education empowers business leaders to foster growth in themselves, their teams and their organizations. Our renowned faculty, consisting of the world’s best researchers, educators and practitioners, provide practical insights that participants can apply as soon as they return to work. Providing a collaborative, immersive environment for our executive development programs, we serve a variety of businesses and executives from a myriad of industries and geographies.

Live Session with Faculty

Learn how AI is reshaping product management and driving innovation. This live session explores strategies for integrating AI into product development, fostering human-AI collaboration, and leveraging tools to boost productivity and competitiveness.

Note: Live session details are not final. They are subject to change and may evolve based on faculty insights.

What Will You Learn in the AI-Driven Product Strategy Program

Experience a comprehensive, applied learning journey designed to build strategic skills across the full product life cycle. Through expert-led modules and AI-powered assignments, participants will explore opportunity analysis, product design, road mapping, GTM strategy and monetization.

  • Crafting product vision and mission

  • Product strategy frameworks: Vision, Values, Methods, Obstacles and Measures (V2MOM) and the Product Strategy Canvas

  • Product manager roles and responsibilities

  • Inbound vs. outbound product management (PM vs. PMM)

  • Excellence in product management: Skills and knowledge

  • Product management in an AI-powered world

  • Defining product opportunities

  • Sourcing and identifying product opportunities

  • Using the Jobs-To-Be-Done (JTBD) framework to structure product opportunities

  • Assessing market opportunities — the Real-Win-Worth (RWW) model

  • Building and presenting an opportunity brief

  • Using hypothesis-driven product discovery

  • Developing the minimum viable product (MVP)

  • Using gen AI for opportunity sourcing, customer insights and market analysis

  • Gen AI for persona creation, wireframing, prototyping and usability testing

  • User-centric product design principles

  • MVP development

  • Agile development methodologies: Scrum and Kanban

  • User stories, epics and themes

  • Writing agile product requirements

  • Rapid prototyping and usability testing

  • Strategic product roadmapping

  • AI application for prioritization and trade-off decisions

  • Product portfolio management

  • Communication of roadmaps to stakeholders

  • Metrics for roadmap success

  • Adaptation to market changes

  • Elements of a GTM plan

  • PLG fundamentals

  • Building for self-service growth

  • Strategies for user activation

  • Leveraging AI for personalization and predictive models

  • Growth loops and viral mechanics

  • Using AI for virality analysis and growth modeling

  • GTM metrics and KPIs

  • Pricing models for products

  • Packaging and customer segmentation

  • SaaS revenue models and monetization

  • Metrics for pricing success

  • AI-driven analytics for customer lifetime value optimization

  • Competitive pricing intelligence

  • Experimentation, pricing optimization and AI-powered pricing experiments

  • Product evolution and feature prioritization

  • Customer acquisition and development strategies

  • Life cycle management and sunsetting

  • Growth hacking and experiments

  • AI tools for product analytics, growth hacking and life cycle management

  • Evaluate strategies for influencing stakeholders through effective communication

  • Identify key concepts related to product communication, influence and stakeholder alignment

  • Develop a stakeholder influence strategy using communication frameworks and AI-supported messaging

Seamless Learning, Anywhere

Industry-Inspired Case Scenarios

The program features a portfolio of fictional yet realistic business scenarios designed to simulate C-suite decision making and build strategic fluency. These cases include:

AgriSense

AgriSense 

A smart agriculture platform exploring how AI can optimize crop yield and inform product strategy

EdgeCore

EdgeCore

A B2B SaaS firm weighing AI integration to expand analytics offerings and scale operations

Weekender

Weekender

A travel and lifestyle app using gen AI to personalize itineraries and deepen customer engagement

Whizzy

Whizzy

A voice assistant platform that surfaces issues of user trust, data ethics and transparent AI design

CraftNest

CraftNest

A DTC home decor organization leveraging AI for product customization and customer segmentation

Wellness 360

Wellness 360

A health and wellness platform that uses data to personalize experiences and diversify monetization models

Who Is the AI-Driven Product Strategy Program For?

The AI-Driven Product Strategy online program is designed for professionals ready to expand their capabilities, sharpen their product perspectives and lead with greater impact in evolving product environments. Whether transitioning into product roles, advancing within the function or scaling influence, participants will gain the frameworks and AI tools to lead with confidence and build an AI product strategy that drives meaningful, end-to-end success. This program is ideal for:

  • Senior product leaders seeking to formalize experience-based success with portfolio and monetization strategy, gen AI capabilities, board-facing strategy and multi-product execution

  • Mid-Senior product managers product managers looking to shift from reactive execution to strategic product leadership by building business fluency, applying AI with clarity and influencing product direction

  • Professionals from product marketing, data and analytics, engineers and consultants aiming to pivot into formal product or strategy roles by gaining end-to-end life cycle knowledge, structured product thinking and an AI-first mindset

  • Technical professionals looking to bridge the gap between engineering expertise and strategic product management across the life cycle

  • Aspiring product leaders focused on driving growth with data-backed decisions, AI-driven insights and proven frameworks

Meet the Faculty

Profile picture of program faculty Mohanbir Sawhney
Mohanbir Sawhney

Associate Dean, Digital Innovation | McCormick Foundation Chair of Technology | Clinical Professor of Marketing | Director, Center for Research in Technology and Innovation

Professor Mohanbir Sawhney is a globally recognized scholar, teacher, consultant and speaker in business innovation, modern marketing and enterprise analytics. He has written ...

Example image of certificate that will be awarded once you successfully complete the program

Certificate

Upon successful completion of the program, Kellogg Executive Education grants a verified digital certificate of completion to participants. This program is graded as a pass or fail; participants must receive 80% to pass and obtain the certificate of completion.

Advanced Certificate in AI and Product Strategy

Program OverviewWhy This Advanced Certificate?Tuition FeeFacultyCertificates

FAQs

The AI-Driven Product Strategy program is an eight-week online product strategy course offered by Northwestern Kellogg Executive Education. It focuses on leading the full product life cycle, from vision and discovery to go-to-market and growth, by combining product strategy frameworks with applied generative AI workflows. By the end of the program, you will be equipped to develop and manage successful products with AI-driven confidence.

AI is integrated across every module as a practical enabler rather than a standalone topic. Participants use generative AI to support activities such as opportunity analysis, product roadmapping, pricing simulations, GTM planning and stakeholder communication, reflecting how AI can be applied within real product strategy workflows.

This Kellogg product strategy program is designed for professionals working in or adjacent to product roles, including experienced product managers, aspiring product leaders, technical professionals, consultants and cross-functional leaders. It may be relevant for those looking to deliver impactful product strategies and explore AI-enabled decision making across the product life cycle.

Kellogg Executive Education’s AI-Driven Product Strategy Program runs for eight weeks and is delivered in a flexible online format. Participants typically spend approximately six to eight hours per week engaging with recorded sessions, applied assignments, peer discussions and more.

This product strategy course integrates generative AI directly into the execution of product strategy. Participants apply AI alongside proven frameworks across vision setting, discovery, planning, monetization and influence. Learning is reinforced through industry-inspired case scenarios that simulate real product leadership decisions.

Upon successful completion, participants receive a verified digital Northwestern University Kellogg certificate of completion issued by Kellogg Executive Education. This recognizes completion of the AI-Driven Product Strategy program.

The learning value of this product strategy course comes from its combination of proven frameworks, AI-integrated curriculum, Kellogg faculty expertise, peer learning and industry-inspired case scenarios. Together, these elements provide a structured learning experience that focuses on applying product strategy concepts in AI-enabled contexts to drive business growth.

The AI-Driven Product Strategy program is designed and led by Professor Mohanbir Sawhney, a global thought leader in product strategy and innovation. His research and teaching have shaped how organizations approach product thinking, market growth and decision making in the AI era. He has trained 34,000+ leaders globally and has created 15+ online programs. Under his guidance, this program will equip you to lead across the product life cycle, from vision to go-to-market and growth, using proven frameworks and generative AI tools.

How do I know if this program is right for me?

After reviewing the information on the program landing page, we recommend you submit the short form above to gain access to the program brochure, which includes more in-depth information. If you still have questions on whether this program is a good fit for you, please email learner.success@emeritus.org, and a dedicated program advisor will follow-up with you very shortly.

Are there any prerequisites for this program?

Some programs do have prerequisites, particularly the more technical ones. This information will be noted on the program landing page as well as in the program brochure. If you are uncertain about program prerequisites and your capabilities, please email us at the ID mentioned above. Note that, unless otherwise stated on the program web page, all programs are taught in English and proficiency in English is required.

What is the typical class profile?

More than 50% of our participants are from outside the United States. Class profiles vary from one cohort to the next, but, generally, our online certificates draw a highly diverse audience in terms of professional experience, industry and geography — leading to a very rich peer learning and networking experience.

What other dates will this program be offered in the future?

Check back on this program web page or email us to inquire if future program dates or the timeline for future offerings have been confirmed yet.

How much time is required each week?

Each program includes an estimated learner effort per week. This is referenced at the top of the program landing page under the Duration section as well as in the program brochure, which you can obtain by submitting the short form at the top of this web page.

How will my time be spent?

We have designed this program to fit into your current working life as efficiently as possible. Time will be spent among a variety of activities, including:

  • Engaging with recorded video lectures from faculty

  • Attending webinars and office hours, as per the specific program schedule

  • Reading or engaging with examples of core topics

  • Completing knowledge checks/quizzes and required activities

  • Engaging in moderated discussion groups with your peers

  • Completing your final project, if required

The program is designed to be highly interactive while also allowing time for self-reflection and to demonstrate an understanding of the core topics through various active learning exercises. Please email us if you need further clarification on program activities.

What is it like to learn online with the learning collaborator, Emeritus?

More than 350,000 learners across 80 countries have chosen to advance their skills with Emeritus and its educational learning partners. In fact, 90% of the respondents of a recent survey across all our programs said that their learning outcomes were met or exceeded. All the contents of the course would be made available to students at the commencement of the course. However, to ensure the program delivers the desired learning outcomes, the students may appoint Emeritus to manage the delivery of the program in a cohort-based manner, the cost of which is already included in the overall course fee of the course. A dedicated program support team is available 24/5 (Monday to Friday) to answer questions about the learning platform, technical issues or anything else that may affect your learning experience.

How do I interact with other program participants?

Peer learning adds substantially to the overall learning experience and is an important part of the program. You can connect and communicate with other participants through our learning platform.

What are the requirements to earn the certificate?

Each program includes an estimated learner effort per week, so you can gauge what will be required before you enroll. This is referenced at the top of the program landing page under the Duration section, as well as in the program brochure, which you can obtain by submitting the short form at the top of this web page. All programs are designed to fit into your working life. This program is scored as a pass or no-pass; participants must complete the required activities to pass and obtain the certificate of completion. Some programs include a final project submission or other assignments to obtain passing status. This information will be noted in the program brochure. Please email us if you need further clarification on any specific program requirements.

What type of certificate will I receive?

Upon successful completion of the program, you will receive a smart digital certificate. The smart digital certificate can be shared with friends, family, schools, or potential employers. You can use it on your cover letter, resume, and/or display it on your LinkedIn profile. The digital certificate will be sent approximately two weeks after the program, once grading is complete.

Can I get the hard copy of the certificate?

No, only verified digital certificates will be issued upon successful completion. This allows you to share your credentials on social platforms such as LinkedIn, Facebook, and Twitter.

Do I receive alumni status after completing this program?

No, there is no alumni status granted for this program. In some cases, there are credits that count toward a higher level of certification. This information will be clearly noted in the program brochure.

How long will I have access to the learning materials?

You will have access to the online learning platform and all the videos and program materials for 24 months following the program start date. Access to the learning platform is restricted to registered participants per the terms of agreement.

What equipment or technical requirements are there for this program?

Participants will need the latest version of their preferred browser to access the learning platform. In addition, Microsoft Office and a PDF viewer are required to access documents, spreadsheets, presentations, PDF files and transcripts.

Do I need to be online to access the program content?

Yes, the learning platform is accessed via the internet, and video content is not available for download. However, you can download files of video transcripts, assignment templates, readings, etc. For maximum flexibility, you can access program content from a desktop, laptop, tablet or mobile device. Video lectures must be streamed via the internet, and any livestream webinars and office hours will require an internet connection. However, these sessions are always recorded, so you may view them later.

Can I still register if the registration deadline has passed?

Yes, you can register up until seven days past the published start date of the program without missing any of the core program material or learnings.

What is the program fee, and what forms of payment do you accept?

The program fee is noted at the top of this program web page and usually referenced in the program brochure as well.

  • Flexible payment options are available (see details below as well as at the top of this program web page next to FEE).

  • Tuition assistance is available for participants who qualify. Please email

    learner.success@emeritus.org.

What if I don’t have a credit card? Is there another method of payment accepted?

Yes, you can do the bank remittance in the program currency via wire transfer or debit card. Please contact your program advisor or email us for details.

I was not able to use the discount code provided. Can you help?

Yes. Please email us with the details of the program you are interested in, and we will assist you.

How can I obtain an invoice for payment?

Please email us your invoicing requirements and the specific program you are interested in enrolling in.

Is there an option to make flexible payments for this program?

Yes, the flexible payment option allows a participant to pay the program fee in installments. This option is made available on the payment page and should be selected before submitting the payment.

How can I obtain a W9 form?

Please connect with us via email for assistance.

Who will be collecting the payment for the program?

Emeritus collects all program payments, provides learner enrollment and program support and manages learning platform services.

Are there any restrictions on the types of funding that can be used to pay for the program?

Program fees for Emeritus programs with Kellogg Executive Education may not be paid for with (a) funds from the GI Bill, the Post-9/11 Educational Assistance Act of 2008 or similar types of military education funding benefits or (b) Title IV financial aid funds.

What is the program refund and deferral policy?

For the program refund and deferral policy, please click the link here.

Financing Options

Climb Credit*

We offer financing options with our partner, Climb Credit*. Click here to learn more.

*Applicable for US Residents

Flexible Payment Options for All

Flexible payment options allow you to pay the program fee in installments. Click here to see payment schedule.

Didn't find what you were looking for? Write to us at learner.success@emeritus.org or Schedule a call with one of our Program Advisors or call us at +1 315 502 3308 (US) / +44 128 291 1923 (UK) / +65 3129 4131 (SG)

Flexible payment options available.

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