Digital Disruption & Transformation Flashcards

A healthcare organization wants to use AI to personalize patient care but faces concerns about algorithmic bias. The best innovation response is:

Answer: Implement diverse training data, bias audits, and human oversight in all AI-assisted clinical decisions

Responsible AI adoption in high-stakes domains requires proactive bias mitigation, transparent auditing, and human-in-the-loop governance.

Which of the following best describes 'digital twin' technology in the context of industrial transformation?

Answer: Building a virtual replica of a physical asset or process to simulate, monitor, and optimize performance

Digital twins create virtual models of physical systems that can be monitored and simulated in real time, enabling predictive maintenance and process optimization.

In digital business model innovation, 'freemium' pricing is best understood as:

Answer: Providing a basic product for free while charging for premium features to convert a subset of users into paying customers

Freemium models leverage free access to build large user bases, then monetize by converting engaged users who need advanced capabilities.

A CPI framework emphasizes 'ambidextrous innovation.' In the context of digital transformation, this means:

Answer: Simultaneously exploiting current business capabilities while exploring disruptive new digital opportunities

Ambidextrous organizations balance exploiting core business strengths with exploring new digital models, preventing both stagnation and strategic drift.

Which metric is most appropriate for measuring the success of a customer-facing digital transformation initiative?

Answer: Improvement in Net Promoter Score (NPS) and customer effort score post-transformation

Customer-facing transformation success is best measured by changes in customer sentiment and effort metrics that reflect the quality of the experience delivered.

The 'API economy' enables digital transformation by allowing organizations to:

Answer: Expose and consume business capabilities as modular services, enabling rapid integration and ecosystem partnerships

APIs enable organizations to modularize capabilities and plug into broader digital ecosystems, dramatically accelerating innovation speed.

A disruptive startup enters a market with a 'minimum viable product' (MVP). The innovation purpose of an MVP is to:

Answer: Test core value propositions with real users using the least effort required to learn

An MVP validates key assumptions with actual market feedback before committing full development resources, reducing the risk of building the wrong product.