CTO Technology Strategy & Innovation 4 — Questions and Answers
Question 1: A CTO is deciding whether to adopt an emerging AI technology. The technology is past the 'peak of inflated expectations' but not yet mainstream. According to the Gartner Hype Cycle, where is it?
- Innovation Trigger
- Trough of Disillusionment (Correct answer)
- Slope of Enlightenment
- Plateau of Productivity
Correct answer: Trough of Disillusionment
After the peak of inflated expectations, technologies enter the Trough of Disillusionment where early failures dampen enthusiasm before practical use cases emerge.
Question 2: Which innovation management approach involves systematically scanning startups, academia, and adjacent industries for technologies that could be integrated or licensed?
- Closed innovation
- Open innovation (Correct answer)
- Design thinking
- Six Sigma
Correct answer: Open innovation
Open innovation (Henry Chesbrough) deliberately leverages external ideas, startups, and partners alongside internal R&D to accelerate innovation and reduce cost.
Question 3: A CTO is building an innovation lab. What is the most common pitfall that causes corporate innovation labs to fail?
- Hiring too many PhDs
- Insufficient integration with core business and no pathway to scale (Correct answer)
- Excessive patent filings
- Choosing the wrong technology stack
Correct answer: Insufficient integration with core business and no pathway to scale
Innovation labs often fail when they operate in isolation from the core business, producing prototypes that never get scaled, funded, or adopted by operating units.
Question 4: Which concept describes the organizational capability to simultaneously exploit current products/markets and explore new opportunities?
- Scalability
- Ambidexterity (Correct answer)
- Agility
- Resilience
Correct answer: Ambidexterity
Organizational ambidexterity is the ability to exploit existing competencies for near-term performance while simultaneously exploring new capabilities for future growth.
Question 5: When a CTO evaluates total cost of ownership (TCO) for a technology platform, which cost category is most frequently underestimated?
- Initial licensing fees
- Integration, maintenance, and ongoing operational costs (Correct answer)
- Hardware procurement
- Security tool subscriptions
Correct answer: Integration, maintenance, and ongoing operational costs
Integration complexity, ongoing maintenance, staff training, and operational support consistently represent the majority of TCO but are routinely underestimated during initial evaluation.
Question 6: A company's technology strategy calls for 'cloud-first.' Which exception is most strategically justified for keeping workloads on-premises?
- Legacy systems that engineering teams know well
- Data sovereignty regulations requiring data to remain in a specific country without compliant cloud regions (Correct answer)
- Systems with high availability requirements
- Applications used by more than 500 users
Correct answer: Data sovereignty regulations requiring data to remain in a specific country without compliant cloud regions
Data sovereignty requirements are a legitimate regulatory constraint that may prevent cloud hosting if no compliant cloud region exists in the required jurisdiction.
Question 7: Which metric from the DORA State of DevOps research indicates the percentage of deployments that result in degraded service or require remediation?
- Deployment frequency
- Lead time for changes
- Change failure rate (Correct answer)
- Mean time to restore
Correct answer: Change failure rate
Change failure rate measures the proportion of changes causing incidents or requiring rollback, indicating quality and reliability of the delivery process.
CTO Technology Strategy & Innovation 4
A CTO is deciding whether to adopt an emerging AI technology.
The technology is past the 'peak of inflated expectations' but not yet mainstream.
According to the Gartner Hype Cycle, where is it?