Certification Outline
Introduction
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- Course Introduction (8:43)
- Why Do We Use Systems, Models, & Frameworks For Strategy? (9:56)
- What Is An AI Strategy? (10:03)
- A Real World AI Strategy: SKTelecom (12:30)
- What Happens Without An AI Strategy? (11:33)
- McDonalds Case Study: Where Does Data & AI Strategy Start? (12:52)
- McDonalds Drive Through AI Strategy Case Study (8:54)
- Building A Data & AI Strategy (7:22)
Business Fundamentals In The Data Age
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Integrating Data And AI Strategy Into The Larger Business Strategy
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- The Technology Model: Where To Begin? (4:34)
- Why Does The Business Need Data, Analytics, & AI Strategies (11:21)
- Data Strategy: Definition & Objectives (5:11)
- AI Strategy: Definition & Objectives (7:38)
- The Data Monetization Catalog (11:04)
- Case Study: What Happens When Technical Strategy Doesn’t Align With Business Strategy? (9:14)
- Case Study: Apple Using Data As A Competitive Advantage (5:22)
Culture Change Frameworks
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- Justifying The Need For Change (11:18)
- Why People Resist Change And How To Fix It (14:05)
- Evolutionary Decision Making (9:31)
- Introducing The Continuous Improvement Flywheel (12:03)
- Time Travel: Why What We Say Can Sound Ridiculous (10:47)
- The Implications Of AI Extending Decision Time Horizons (9:21)
- Wrapping Up And Connecting To The Business (6:27)
- Slides
Managing Innovation
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Strategy Planning
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Strategy Implementation
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Using AI For Operating Model Optimization
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Data Science And Strategy
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- Becoming A Strategic Partner (8:49)
- Decision Support Systems & KPIs (30:02)
- The Data Science Value Stream (15:20)
- Case Study: Microsoft’s Initial AI Product Strategy (19:21)
- Capabilities Based Competition (29:57)
- Case Study: Tik Tok VS Google. Competing On Best In Class Capabilities (8:02)
- Case Study: Exploring Partnerships For Capabilities Acquisition (23:12)
A Unified View Of Enterprise Transformation For Alignment
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AI Platform Strategy
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- Introduction To 4 Main Business Platforms (12:38)
- Building T-Shaped Platforms With Multiple Technologies (8:07)
- SAP & OpenAI Case Studies (19:47)
- Introduction To The Capabilities Maturity Models (11:59)
- Calculating The ROI For AI Initiatives (8:29)
- ROI Calculation Exercises (13:55)
- The Product, Data, & Design Maturity Models (12:33)
- Advanced Capabilities Maturity Levels (18:55)
- Slides
Assessing The Business
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- Introduction To The Assessment Framework (4:31)
- Culture (5:51)
- Leadership Commitment (5:38)
- Operations And Structure (7:37)
- Skills And Competencies (8:30)
- Analytics-Strategy Alignment (5:50)
- Proactive Market Orientation (8:27)
- Employee Empowerment (13:06)
- Opaque VS Transparent & Justifying Early Initiatives (11:37)
Solving The Business’s AI Last Mile Problem
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Data Product Strategy
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Implementation Cases
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- Implementation Cases Introduction (5:12)
- Implementation Case: Data Strategy (7:21)
- Implementation Case: Data Monetization Catalog (16:35)
- Implementation Case: Analytics Strategy (16:47)
- Implementation Case: AI Strategy (18:46)
- Implementation Case: Transformation Strategy (10:02)
- Implementation Case: AI Governance (6:51)
- Implementation Case: Pulling 3 Concepts Together (14:06)
Decision Support Systems & KPI Maturity
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You're All Set!