Technology Strategy & Innovation Flashcards

A CTO wants to foster a culture of innovation. Which management practice is most directly linked to sustained innovation output?

Answer: Psychological safety enabling teams to propose and fail at experiments

Research by Amy Edmondson shows psychological safety — where team members can take risks without fear of punishment — is the strongest predictor of team innovation and learning.

What does 'technology debt' (technical debt) fundamentally represent in strategic terms?

Answer: Deferred investment in system quality that accumulates compound interest in the form of increasing maintenance cost and slowdown

Technical debt, coined by Ward Cunningham, represents shortcuts taken for speed that must eventually be repaid with interest in the form of higher future maintenance costs and reduced velocity.

Which strategic approach involves releasing new technology capabilities to a small subset of users before full rollout to reduce risk?

Answer: Canary release / progressive delivery

Canary releases (progressive delivery) expose new features to a small user percentage first, allowing teams to detect issues and roll back before full exposure.

A CTO is assessing strategic technology partnerships. Which criterion is most critical when evaluating a vendor for a long-term core platform?

Answer: Vendor financial health, roadmap alignment, and exit/portability options

Long-term platform decisions require evaluating vendor viability, roadmap alignment with your strategy, and the ability to exit or migrate to avoid lock-in risk.

What is the primary strategic purpose of an Architecture Review Board (ARB) or Technology Review Committee?

Answer: Ensuring technology decisions align with standards, avoid duplication, and support long-term strategy

An ARB governs technology standards, prevents redundant tool sprawl, and ensures architectural decisions align with the organization's strategic technology direction.

When transitioning from a project-based to a product-based operating model, the most significant shift for a CTO is:

Answer: Moving from funding temporary projects to funding persistent teams around long-lived product lines

The product model shifts funding and accountability from time-bounded projects to persistent, empowered product teams with ongoing ownership of outcomes.

A CTO must communicate the value of investing in platform engineering to the CFO. The most compelling argument is:

Answer: Shared platforms reduce per-team redundancy and compress time-to-market across all product lines simultaneously

Platform engineering multiplies ROI by enabling many product teams to deliver faster with less duplication, compressing time-to-market at scale across the portfolio.