Decision Intelligence For Dummies. Pamela Baker
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6 Part 2: Reaching the Best Possible Decision Chapter 5: Shaping a Decision into a Query Defining Smart versus Intelligent Discovering That Business Intelligence Is Not Decision Intelligence Discovering the Value of Context and Nuance Defining the Action You Seek Setting Up the Decision Chapter 6: Mapping a Path Forward Putting Data Last Adding More Humans to the Equation Limiting Actions to What Your Company Will Actually Do Chapter 7: Your DI Toolbox Decision Intelligence Is a Rethink, Not a Data Science Redo Taking Stock of What You Already Have Adding Other Tools to the Mix Taking a Look at What Your Computing Stack Should Look Like Now
7 Part 3: Establishing Reality Checks Chapter 8: Taking a Bow: Goodbye, Data Scientists — Hello, Data Strategists Making Changes in Organizational Roles Looking at Emerging DI Jobs The Chief Data Officer’s Fate Freeing Executives to Lead Again Chapter 9: Trusting AI and Tackling Scary Things Discovering the Truth about AI Seeing Whether You Can Trust AI Two AIs Walk into a Bar … Chapter 10: Meddling Data and Mindful Humans Engaging with Decision Theory The Role of Data Science in Decision Intelligence Where There's a Will, There's a Way Chapter 11: Decisions at Scale Plugging and Unplugging AI into Automation Dealing with Model Drifts and Bad Calls Reining in AutoML Seeing the Value of ModelOps Bracing for Impact Chapter 12: Metrics and Measures Living with Uncertainty Making the Decision Seeing How Much a Decision Is Worth Matching the Metrics to the Measure Deciding When to Weigh the Decision and When to Weigh the Impact
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Part 4: Proposing a New Directive
Chapter 13: The Role of DI in the Idea Economy
Turning Decisions into Ideas
Disruption Is the Point
Competing in the Moment
Changing Winds and Changing Business Models
Counting Wins in Terms of Impacts
Chapter 14: Seeing How Decision Intelligence Changes Industries and Markets
Facing the What-If Challenge
Learning Lessons from the Pandemic
Rebuilding at the Speed of Disruption
Redefining Industries
Chapter 15: Trickle-Down and Streaming-Up Decisioning
Understanding the Who, What, Where, and Why of Decision-Making
Trickling Down Your Upstream Decisions
Looking at Streaming Decision-Making Models
Making Downstream Decisions
Thinking in Systems
Taking Advantage of Systems Tools
Conforming and Creating at the Same Time
Directing Your Business Impacts to a Common Goal
Dealing with Decision Singularities
Revisiting the Inverted V
Chapter 16: Career Makers and Deal-Breakers
Taking the Machine’s Advice
Adding Your Own Take
The New Influencers: Decision Masters
Preventing Wrong Influences from Affecting Decisions