Page 16 - Citiverse Use Case Taxonomy Overview - Use Case Identification Track

Methodology

Use Case Risk Mapping

Each use case was also evaluated against four risk dimensions to help cities assess implementation challenges and
mitigation needs. For each risk dimension the use case was classified as low, medium or high risk. In this taxonomy, the risk
level will be provided, in the Citiverse Use Case Taxonomy Accompanying Document, an explanation of the risk
classification will be elaborated.

Risk Dimensions Description

Public Safety Evaluates how a use case may impact the physical and digital safety of individuals and
communities. It considers both unintentional harms and the misuse of technology that could
threaten public well-being.
Stakeholder Acceptance Reflects the expected level of endorsement or opposition from key stakeholders, including city

officials, community members, and private partners, taking into account cultural values, political
contexts, and potential equity concerns.

Data Privacy and Security Assesses the sensitivity and volume of personal or sensitive data involved in a use case, as
well as the robustness of governance, encryption, and compliance mechanisms in place to
safeguard it from misuse, breaches, or unauthorized access.

Financial and Operational Risk: Captures the potential economic and logistical challenges associated with implementing the
use case, including high upfront costs, complex procurement or regulatory hurdles, ongoing

maintenance requirements, and the need for cross-departmental coordination or new workforce
capabilities.

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