Podcast
Questions and Answers
What is the main point of Cassie Kozyrkov's advice about AI?
What is the main point of Cassie Kozyrkov's advice about AI?
- To avoid all AI deployment in internal processes
- To prioritize AI use cases based on their potential impact (correct)
- To focus on the sci-fi aspect of AI
- To solely rely on successful AI prototypes
What is a common assumption about selecting successful AI use cases?
What is a common assumption about selecting successful AI use cases?
- It does not involve practical implementation hurdles
- It guarantees successful prototypes without any challenges
- It is similar to selecting application areas for Big Data (correct)
- It does not require any prior experience in digital programs
What are some of the challenges mentioned for AI deployment in internal processes?
What are some of the challenges mentioned for AI deployment in internal processes?
- No involvement of customer data or willingness to pay in the sales process
- Failed prototypes and great initial demos
- Practical implementation hurdles, scaling failures, and maintenance escalations (correct)
- Glitches turning customers off
What is not the inevitable collateral damage of applying a disruptive technology like AI?
What is not the inevitable collateral damage of applying a disruptive technology like AI?
What is a comprehensive AI strategy composed of?
What is a comprehensive AI strategy composed of?
What does the author recommend before starting the process of defining and prioritizing AI use cases?
What does the author recommend before starting the process of defining and prioritizing AI use cases?
What is considered when developing a comprehensive AI strategy?
What is considered when developing a comprehensive AI strategy?
What is crucial before starting any AI-related initiatives in well-prepared companies?
What is crucial before starting any AI-related initiatives in well-prepared companies?
What is a key element of a programmatic approach to leverage AI for a company?
What is a key element of a programmatic approach to leverage AI for a company?
What is a common trap for teams when beginning to work on AI application areas?
What is a common trap for teams when beginning to work on AI application areas?
What is recommended before embarking on prioritizing use cases when it comes to AI maturity?
What is recommended before embarking on prioritizing use cases when it comes to AI maturity?
What should the focus be on for process-centric AI use cases at a high level?
What should the focus be on for process-centric AI use cases at a high level?
What is the critical input for assessing to what extent more sophisticated AI applications can be implemented efficiently and add value?
What is the critical input for assessing to what extent more sophisticated AI applications can be implemented efficiently and add value?
What is considered as the soil for AI algorithms and a source of inspiration, as well as a source of frustration in assessment and implementation?
What is considered as the soil for AI algorithms and a source of inspiration, as well as a source of frustration in assessment and implementation?
What is the major difficulty involved in implementing an AI use case according to the text?
What is the major difficulty involved in implementing an AI use case according to the text?
What are the important aspects that can increase the effort or decrease the value substantially during the AI implementation?
What are the important aspects that can increase the effort or decrease the value substantially during the AI implementation?
What is the purpose of using a customer journey map in AI implementation?
What is the purpose of using a customer journey map in AI implementation?
Which AI capability involves analyzing, interpreting, and learning from data representing physical systems and controlling its behavior?
Which AI capability involves analyzing, interpreting, and learning from data representing physical systems and controlling its behavior?
What is an example of a new analytics capability in AI implementation?
What is an example of a new analytics capability in AI implementation?
What is the purpose of Computer Linguistics in AI capabilities?
What is the purpose of Computer Linguistics in AI capabilities?
What is a critical consideration when assessing AI use cases?
What is a critical consideration when assessing AI use cases?
What should be considered when assessing the feasibility of a use case for AI?
What should be considered when assessing the feasibility of a use case for AI?
What is emphasized as a key factor in overcoming the 'AI divide'?
What is emphasized as a key factor in overcoming the 'AI divide'?
What is recommended for capturing the outcome of the ideation phase?
What is recommended for capturing the outcome of the ideation phase?
Why is understanding all possible sources of data important for AI use cases?
Why is understanding all possible sources of data important for AI use cases?
What is the purpose of the 'Return on AI (ROAI)’ calculation mentioned in the text?
What is the purpose of the 'Return on AI (ROAI)’ calculation mentioned in the text?
What should be differentiated when calculating use case returns, according to the text?
What should be differentiated when calculating use case returns, according to the text?
What is important to consider when assessing investment expenditures for AI applications?
What is important to consider when assessing investment expenditures for AI applications?
What is emphasized as a critical consideration in the assessment of AI use cases?
What is emphasized as a critical consideration in the assessment of AI use cases?
What is a major challenge for companies when quantifying and measuring the actual value contribution of AI initiatives?
What is a major challenge for companies when quantifying and measuring the actual value contribution of AI initiatives?
What is a key difficulty for companies aspiring to become AI-first industry leaders?
What is a key difficulty for companies aspiring to become AI-first industry leaders?
What do companies across various industries and geographies concur about AI?
What do companies across various industries and geographies concur about AI?
Why does quantifying and measuring the actual value contribution of AI initiatives present a major challenge for companies?
Why does quantifying and measuring the actual value contribution of AI initiatives present a major challenge for companies?
Which of the following is an example of improved resource consumption in AI applications?
Which of the following is an example of improved resource consumption in AI applications?
What is an example of increased speed of operations in AI applications?
What is an example of increased speed of operations in AI applications?
Which scenario represents improved access to information and decision making in AI applications?
Which scenario represents improved access to information and decision making in AI applications?
What is an example of risk reduction through AI application?
What is an example of risk reduction through AI application?
How can the algorithm benefit a fashion retailer in terms of markdown optimization?
How can the algorithm benefit a fashion retailer in terms of markdown optimization?
How can the algorithm impact the creation of new business models?
How can the algorithm impact the creation of new business models?
What is a potential benefit of the algorithm for an online retailer offering tailored product offerings?
What is a potential benefit of the algorithm for an online retailer offering tailored product offerings?
How does the algorithm contribute to demand forecasting for a comprehensive network of charging stations?
How does the algorithm contribute to demand forecasting for a comprehensive network of charging stations?
What should be taken into account in the Return on AI (ROAI) calculation, as illustrated in Figure 5?
What should be taken into account in the Return on AI (ROAI) calculation, as illustrated in Figure 5?
What does a false output in predictive maintenance cases lead to?
What does a false output in predictive maintenance cases lead to?
What is a common challenge for AI beginners according to the text?
What is a common challenge for AI beginners according to the text?
What happens with the focus as the corporate perspective on AI matures?
What happens with the focus as the corporate perspective on AI matures?
What is recommended to increase overall AI maturity as mentioned in the text?
What is recommended to increase overall AI maturity as mentioned in the text?
What is the purpose of differentiating between AI use case development expenses and costs for operation and maintenance?
What is the purpose of differentiating between AI use case development expenses and costs for operation and maintenance?
What is the strategic and organizational learning aimed at in the context of AI value assessment?
What is the strategic and organizational learning aimed at in the context of AI value assessment?
What is the primary purpose of the systematic approach to AI value assessment described in Figure 4?
What is the primary purpose of the systematic approach to AI value assessment described in Figure 4?
What is the key benefit of understanding all possible sources of data for AI use cases?
What is the key benefit of understanding all possible sources of data for AI use cases?