Executive Certificate in AI Strategy and Product Innovation
Design AI Products. Lead Strategic Change.
Expand Your Learning — Access Two Learning Journeys in One
The MIT xPRO Executive Certificate in AI Strategy and Product Innovation combines two expert-led programs into one holistic learning experience, building the skills professionals like you need to develop artificial intelligence (AI)-driven products and lead AI transformation. By pairing current AI insights with strategic leadership frameworks, the program equips participants to drive innovation and put AI to work effectively within their organization.
What Is MIT xPRO’s Executive Certificate in AI Strategy and Product Innovation?
The Executive Certificate in AI Strategy and Product Innovation from MIT xPRO is a six-month blended learning journey that integrates two expert-led MIT xPRO programs into one: the Designing and Building AI Products and Services program and the AI Strategy and Leadership Program: Driving Data and Organizational Transformation. The program equips participants with the technical expertise, product innovation, and strategic leadership required to develop AI-driven products, implement AI solutions at scale, and support sustainable business growth.
Guided by MIT faculty and industry experts, the program draws on real-world examples, case studies, and practical projects to help participants apply AI strategy and product management principles to real-world challenges. Built for technology professionals, business leaders, entrepreneurs, and consultants, the Executive Certificate in AI Strategy and Product Innovation program connects innovation with execution, equipping participants with the skills and frameworks to lead meaningful change in an AI-first environment.
What Can You Expect to Learn in the Executive Certificate in AI Strategy and Product Innovation Program?
Program Takeaways
Enterprise AI strategy: Develop an AI strategy that aligns with organizational goals, drives business value, and enhances competitive advantage
Data strategy: Design a data strategy that enables effective AI integration, scalability, and responsible data use
AI readiness: Evaluate organizational readiness for AI adoption across leadership, processes, and culture
AI risk management: Apply governance frameworks that ensure transparency, accountability, and ethical management of AI risks, including privacy, bias, and security
Data-driven decision making: Integrate data-driven insights and AI tools into leadership decision making, communication, and performance management
Innovation culture: Develop initiatives that cultivate an adaptive culture of innovation, agility, and sustainable AI transformation
Machine learning algorithms: Understand machine learning (ML) algorithms by identifying supervised, unsupervised, and reinforcement learning and their key uses
Types of neural networks: Differentiate neural networks, including convolutional neural networks, deep neural networks, and recurrent neural networks, based on structure and application
Generative AI: Explore generative AI (gen AI) by understanding transformer models and when to use them in business
AI design process: Assess the AI design process through its four key stages and best practices
Human-AI collaboration: Study human–AI interaction to see how human input enhances AI decisions
AI business proposal: Build an AI business case with strategy, cost-benefit, and implementation planning
What Does the Program Curriculum Include?
1
AI Strategy and Leadership Program: Driving Data and Organizational Transformation
Phase 1: Building AI and Data Foundations
Module 1: AI Strategy
Module 2: Leveraging Data for AI
Module 3: Data Strategy
Module 4: Deployment and Insights
Module 5: Understanding AI Risks
Module 6: Data Privacy
Phase 2: Leading AI Transformation
Module 7: AI and Leadership
Module 8: Architecting a Nimble Organization
Module 9: Architecting the Gameboard at the Team Level
Module 10: Developing Your Leadership Signature
Module 11: AI Governance
Module 12: Culture of Innovation
2
Designing and Building AI Products and Services
Module 1: Program Orientation
Get familiar with the platform and gear up for the journey.
Module 2: Introduction to the Artificial Intelligence Design Process
Learn how to design AI products with a focus on cost and requirements.
Module 3: Artificial Intelligence Technology Fundamentals: Machine Learning
Explore ML types, applications, and genetic use cases.
Module 4: Artificial Intelligence Technology Fundamentals: Deep Learning
Understand neural networks and real-world health care applications.
Module 5: Designing Artificial Machines to Solve Problems
Discover transformer models and create AI-generated avatars.
Module 6: Generative AI
Analyze gen AI limitations and apply transformer-based solutions.
Module 7: Designing Intelligent Human–Computer Interfaces
Design meaningful AI-human interactions and define machine roles.
Module 8: Superminds—Designing Organizations That Combine Artificial and Human Intelligence
Study collaborative AI-human teams solving complex problems.
Module 9: Marketplace Frontiers of AI Design: Research
Explore GANs and the impact of synthetic media in society.
Module 10: Marketplace Frontiers of AI Design: Practice
Apply all learnings to build your own AI product summary.
Why Enroll in This Executive Certificate Program?
The Executive Certificate in AI Strategy and Product Innovation combines two MIT xPRO programs — the Designing and Building AI Products and Services program and the AI Strategy and Leadership Program: Driving Data and Organizational Transformation, offering a comprehensive, practice-oriented learning journey. AI-driven insight and practical strategy come together to prepare you to implement AI solutions, align initiatives with business goals, and lead digital transformation.
Comprehensive Learning
Dual Expertise
Real-World Applications
Leadership Advantage
Enhanced Career Potential
Scalable Impact
Cost and Time Efficiency
Credibility and Prestige
Program Faculty
Brian Subirana
Former Director, MIT Auto-ID Lab
Brian Subirana has taught at MIT Sloan School of Management and the MIT School of Engineering and also serves on the faculty of Harvard University. His research focuses on the...
Alex “Sandy” Pentland
Faculty Director, MIT Connection Science Research Initiative; Toshiba Professor of Media Arts and Sciences, MIT; Center Fellow, Stanford Institute for Human-Centered Artificial Intelligence
Alex ‘Sandy Pentland helped establish and direct both the MIT Media Lab and Media Lab Asia in India. He ranks among the most cited computational scientists in the world, and “...
Deborah L. Ancona
Seley Distinguished Professor of Management; Professor of Organizational Studies; Founder, MIT Leadership Center, MIT Sloan
Deborah L. Ancona’s pioneering research examines how successful teams operate, with particular focus on managing both the boundaries inside a team and its interactions beyond ...
Duane Boning
Clarence J. Lebel Professor, Electrical Engineering and Computer Science
Duane Boning is affiliated with the MIT Microsystems Technology Laboratories, where he serves as associate director for Computation and CAD (computer-aided design), and co-dir...
Andrew Lippman
Senior Research Scientist, MIT; Associate Director, MIT Media Lab
Andrew Lippman heads the Viral Communications research group at MIT Media Lab, with work spanning digital video and entertainment, graphical interfaces, networking, and blockc...
Bruce Lawler
Managing Director, MIT Machine Intelligence for Manufacturing and Operations (MIMO)
Bruce Lawler is a technology entrepreneur and executive leader who has developed applications across platforms, including mobile, SaaS, AI, and video distribution networks. He...
Thomas W. Malone
Patrick J. McGovern Professor of Management, MIT Sloan; Founding Director, MIT Center for Collective Intelligence
Thomas W. Malone is a professor of Information Technology and a professor of Work and Organizational Studies at MIT. Over the course of his research, Malone correctly anticipa...
Stefanie Mueller
Associate Professor, MIT Electrical Engineering and Computer Science, joint with Mechanical Engineering
Stefanie Mueller heads the Human–Computer Interaction Communities of Research at MIT CSAIL. Her research develops novel hardware and software systems that advance personal fab...
Credentials: Earn Three Certificates from MIT xPRO
The MIT xPRO Executive Certificate in AI Strategy and Product Innovation. grants three digital certificates of completion: one each for the Designing and Building AI Products and Services program, the AI Strategy and Leadership Program, and the Executive Certificate in AI Strategy and Product Innovation program.
Grading follows a pass/fail structure, with a minimum score of 70% required to pass and receive the certificate of completion.
Grading follows a pass/fail structure, with a minimum score of 70% required to pass and receive the certificate of completion.
Note:
After the successful completion of the program, a verified digital certificate will be emailed to participants, at no additional cost, with the name used when registering for the program.
All certificate images are for illustrative purposes only and may be subject to change at the discretion of MIT xPRO.
Frequently Asked Questions
1
The Program
What is the Executive Certificate in AI Strategy and Product Innovation course about?
MIT xPRO’s Executive Certificate in AI Strategy and Product Innovation combines two MIT xPRO programs into an advanced executive education learning journey. The two component programs of this learning journey are:
Designing and Building AI Products and Services
AI Strategy and Leadership Program: Driving Data and Organizational Transformation
As an integrated training course, the learning journey equips learners with strategic product management skills and the capabilities to build AI solutions aligned with business and organizational strategy. Participants also obtain practical insights into how AI drives digital innovation and growth through:
Application-oriented frameworks
Expert-led live sessions
Capstone project
What makes this MIT xPRO AI strategy and product innovation program worth the investment?
The Executive Certificate in AI Strategy and Product Innovation delivers value in several ways, including:
Bridging product innovation and business growth
Combining design thinking, ML, and gen AI applications, enabling leaders to identify market opportunities and build innovative products that strengthen competitive advantage
Equipping participants with practical tools, actionable strategies, and frameworks for data-driven decision making, while fostering alignment across cross-functional teams
What will I learn in this AI strategy and product innovation course?
This AI strategy and product innovation program will equip you to design and execute market-driven product strategies that leverage AI for growth and strategic decisions. The learning journey also covers:
Product discovery
Design principles
Product innovation process
AI adoption for product development and business strategy
Who is the AI strategy and product innovation program designed for?
The Executive Certificate in AI Strategy and Product Innovation is beneficial for professionals who aim to connect AI strategy with product planning, organizational strategy, and product design. It is particularly ideal for:
Business leaders
Product managers, senior project managers, and group project managers
Technical professionals
Entrepreneurs
How is artificial intelligence used in product strategy and innovation?
AI shows up at nearly every point in product strategy and innovation work — surfacing new market opportunities, sharpening product design, and supporting better decisions. ML models push product development forward while gen AI tools help teams generate new ideas faster, together giving product teams a way to deliver more customer value with less friction. The MIT xPRO Executive Certificate in AI Strategy and Product Innovation program tracks how AI solutions apply across the full innovation process, from early ideation through launch.
How do the components of the MIT xPRO Executive Certificate in AI Strategy and Product Innovation learning journey work together?
The Designing and Building AI Products and Services program lays the technical and design-thinking foundation for AI solutions. On the other hand, the AI Strategy and Leadership Program focuses on organizational strategy, stakeholder buy-in, and execution. Combined, they equip participants in early product discovery, understanding target users, aligning stakeholders, and executing a unified product vision.
Can this AI strategy program help me advance in my career?
Beyond strengthening leadership credentials, the Executive Certificate in AI Strategy and Product Innovation builds the specific capabilities needed to drive AI-led growth: leading AI strategy initiatives at the enterprise level, managing cross-functional teams while building data-driven organizational strategies, and positioning participants for senior product manager or product leader roles and strategy and C-suite leadership paths.
What makes this AI strategy and product innovation course relevant today?
Organizations increasingly need leaders who can connect AI strategy with business execution, and the program meets that need by covering:
Gen AI and data-driven decision making in real-world business contexts
Actionable frameworks for navigating digital transformation
Strategies for driving long-term business growth in an AI-first economy
2
The Learning Experience
How much time will I be expected to devote to this program?
Each program includes an estimated learner effort per week. This is referenced at the top of the program landing page under the “Duration” section and in the program brochure, which you can obtain by submitting the short form at the top of this web page.
How will I spend my time in this program?
You will divide your learning time between viewing recorded coding demos, and video lectures, contributing to class discussions, completing assignments, projects, and knowledge checks, and attending optional live sessions with industry experts and program leaders.
How is the program administered? Can the program be accessed any time?
The program is accessed through the custom learning portal. This portal will give you access to all program-related content such as video lectures, assignments, and discussions. Live office hours will be conducted using a webinar tool. The video lectures and assignments are accessible weekly throughout the program. In the event you miss a live session, a recording will be made available.
Do I need to attend live sessions every week?
Faculty video lectures are recorded, allowing you to watch these on your own schedule. However, participation in optional live sessions and discussion boards is highly encouraged. Live sessions will give you the opportunity to draw on the coding experience of our industry-experienced program leaders to answer your questions and help reach your learning goals. The discussion boards are also an integral part of the learning experience, giving you and your peers the opportunity to learn together and receive guidance from the moderators.
Can I download the program videos?
You can download video transcripts, assignment templates, readings, etc. However, the video lectures are only available for streaming and require an internet connection.
How do I interact with other program participants?
You can communicate with other participants through our learning platform. You will be able to form groups based on your interests and location. A direct messaging feature is also available through the platform.
What is it like to learn online with the learning collaborator, Emeritus?
More than 300,000 learners across 200 countries have chosen to advance their skills with Emeritus and its educational learning partners. In fact, 90 percent 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.
3
Certification
What are the requirements to earn the certificate?
Each program includes an estimated learner effort per week, so you can gauge what is required before you enroll. This is referenced at the top of the program landing page under the “Duration” section and 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 contact us at learner.success@emeritus.org if you need further clarification of 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, résumé, 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 learning platform and all program materials (videos excluded) for 24 months following the program end date. Access to the learning platform is restricted to registered participants per the terms of agreement.
4
Technical Requirements
What equipment is needed or the technical requirements for this program?
To successfully complete this course/program(me) online, you must have access to a device meeting the minimum requirements, found here. In addition, Microsoft Office or similar product and a PDF viewer are required to access documents, spreadsheets, presentations, PDF files, and transcripts in all programs. Technical programs might have additional tech requirements. Please check the learning platform on the first day of class.
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. You can download files of video transcripts, assignment templates, readings, etc. Video lectures must be streamed via the internet and webinars and small group sessions will require an internet connection.
5
Payment Process
What is the program fee for the program, and what forms of payment do you accept?
The program fee is shown at the top of this page and payment must be made in US dollars only. Flexible payment options, group enrollment benefits, and referral bonus are available. Tuition assistance may be available for participants who qualify. Please contact your program advisor to discuss.
What if I don’t have a credit card? Is there another mode of payment accepted?
Yes, you can do the bank remittance in USD via wire transfer. Please contact your program advisor for more details.
Is there an option to make flexible payments for this program?
Yes flexible payment options are available for this program. We partner with loan providers to offer you flexible and transparent loan options. More information about loan financing is available here. Installment payments are also available—; you can find the options here.
Does the program fee include taxes? Are there any additional fees?
Yes, the program fee is inclusive of any taxes with the exception of GST for Singapore residents.
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 MIT xPRO 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.
6
Refund Policy
What is the program refund and deferral policy?
For the program refund and deferral policy, please click the link here.
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 +1 401 443 9591 (U.S.) / + 44 189 236 2347 (U.K.) / +65 3129 7174 (SG).