This capstone unit synthesizes prior learning to move AI work from experiments to scalable business value. Students learn to select and apply tools across the design cycle, assess disruption and risk, lead cultural adoption, and create monetization and go-to-market strategies for AI solutions.
Learning Objectives
- Analyze industry-specific AI opportunities and potential disruption, projecting long-term profitability and value delivery using basic ROI and business-case frameworks
- Apply AI ideation, prototyping, and testing tools and workflows to produce and iterate solution artifacts that demonstrate validated user/customer empathy
- Evaluate organizational readiness, ethical and legal risks, and operational vulnerabilities and develop a risk-mitigation and change-management plan to support AI adoption
- Demonstrate a monetization and scaling strategy by creating a go-to-market plan that defines value propositions, revenue models, and key metrics to measure AI impact
Curriculum
- 1 Section
- 26 Lessons
- 30 hours
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- Unit 4 — AI Strategy, Risk, and Monetization26
- 1.1MINDSET REQUIREMENTS TO HANDLE UNCERTAINTY AND AMBIGUITY20 mins
- 1.2FOCUSING ON REAL Al OBJECTIVES20 mins
- 1.3SUMMARY: AI FOR BUSINESS LEADERS20 mins
- 1.4ACTING AS A (ROLE)PERFORM (TASK)IN (FORMAT)20 mins
- 1.5EVALUATING THE POTENTIAL OF DISRUPTION20 mins
- 1.6BUILDING UP EMPATHY WITH USERS/CUSTOMERS20 mins
- 1.7AI AS A DRIVER FOR INNOVATION20 mins
- 1.8COLLABORATION AND THE FUSION OF DISCIPLINES20 mins
- 1.9PRODUCTIVITY AND EFFICIENCY20 mins
- 1.10HOW TO SELECT STANDARD AI APPLICATIONS TO INCREASE PRODUCTIVITY20 mins
- 1.11EXAMPLE OF TOOLS USED AND APPLIED IN FINDING THE APPROPRIATE PROBLEM TO SOLVE20 mins
- 1.12AI OPPORTUNITIES FOR INDUSTRIES AND NEW BUSINESS ECOSYSTEMS20 mins
- 1.13IMPACT OF AI: FROM EXPERIMENTS TO VALUE DELIVERY20 mins
- 1.14LONG-TERM PROFITABILITY OUTLOOK20 mins
- 1.15APPLYING AI FOR IDEATION20 mins
- 1.16REALIZING AI MARKET OPPORTUNITIES20 mins
- 1.17APPLYING AI IN INNOVATION WORK20 mins
- 1.18AI SUPPORT IN IDEATION20 mins
- 1.19STRATEGIC RESPONSE TO SET FOCUS20 mins
- 1.20EXAMPLE OF TOOLS APPLIED IN IDEATION, PROTOTYPING, AND TESTING20 mins
- 1.21ADAPTION AND CULTURAL CHANGE TO THRIVE AI20 mins
- 1.22EXAMPLE OF AI TOOLS USED AND APPLIED IN THE SOLUTION SPACE20 mins
- 1.23UNLEASHING NEW VALUE ACROSS INDUSTRIES20 mins
- 1.24EXAMPLE OF AI EXPERT ASSISTANT TOOL OVER THE ENTIRE DESIGN CYCLE20 mins
- 1.25RISK MANAGEMENT IN AI WORK20 mins
- 1.26MONETIZATION OF AI20 mins
Instructor
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