5.0 Define and Govern AI Use Case Inventory

IBM Certified watsonx Governance Lifecycle Advisor v1 - Associate · 56 questions

• A data scientist explains to a new team member that in watsonx.governance, all governance artifacts, models, and business context are grouped under a single organizing construct. What is this construct called?
• A governance administrator is structuring watsonx.governance for a financial services firm. She needs to know the correct hierarchical relationship between inventories and use cases. Which statement accurately describes this relationship?
• A compliance team wants to ensure that all governance metadata — approvals, risk classifications, audit trails, and model metrics — is consistently attached to a single anchor point in watsonx.governance. What serves as this lifecycle anchor?
• An AI project manager is creating a new use case in watsonx.governance for a customer churn prediction model. Which combination of fields is required during use case creation?
• A model has been developed and tested and the team is preparing it for production. The governance team wants to confirm the correct sequence of lifecycle stages in watsonx.governance. What is the correct order?
• A platform administrator needs to create a new model inventory in watsonx.governance but receives an error during setup. Which infrastructure dependency is required to successfully create an inventory?
• A Model Owner wants to associate a newly trained candidate model with an existing use case in watsonx.governance. What action accomplishes this?
• A compliance officer at a European bank is classifying AI use cases in watsonx.governance to meet regulatory requirements. She needs to assign formal risk designations aligned with the EU AI Act. Which watsonx.governance feature enables this?
• A compliance officer needs to demonstrate that a loan approval model was independently reviewed before going live. Which role in watsonx.governance is responsible for this independent technical validation?
• A risk manager asks what a Factsheet represents in the context of watsonx.governance. Which description is most accurate?
• An enterprise AI governance policy requires that a formal use case record be created in watsonx.governance before any model development begins. Which role is responsible for creating the use case?
• After a use case is created, ongoing accountability for the model's governance record throughout its entire lifecycle rests with a specific role. Which watsonx.governance role is responsible for this accountability?
• A governance workflow requires formal sign-off before a model can advance from the Development stage to the Validation stage. Which role provides this approval in watsonx.governance?
• A team needs to include a third-party vendor model — not built in IBM Watson Studio — in watsonx.governance for regulatory oversight. How can this model be incorporated into a use case?
• A large financial institution has hundreds of AI models spanning credit risk, fraud detection, and customer service. The governance team wants to organize inventories logically. Which organizational dimensions does watsonx.governance support for structuring inventories?
• A regulatory examiner asks a bank's AI governance officer to explain the difference between a Factsheet and a model card in watsonx.governance. Which answer is accurate?
• A new governance analyst needs to navigate to the model inventory in watsonx.governance. What is the correct navigation path?
• An auditor requests evidence that all governance decisions for a high-risk credit scoring model were documented and traceable. Which feature in watsonx.governance provides this evidence?
• When creating a use case under the EU AI Act in watsonx.governance, what built-in mechanism helps teams formally determine whether the High-Risk designation applies to their AI system?
• After a credit scoring model is deployed to production, a governance team member needs to monitor its ongoing health and detect any performance degradation. Which watsonx.governance role is primarily responsible for this production monitoring?
• A financial services firm needs to apply a proprietary internal risk classification system (Low/Medium/High/Critical) alongside standard watsonx.governance risk levels. Which feature supports this requirement?
• A governance team wants to prevent the Retail Banking team from viewing or managing the Wholesale Credit model inventory. How does watsonx.governance support this access isolation?
• A model heading into a governed production system needs a plan for what happens when it is eventually taken out of service. What should that plan include?
• What should an AI use-case intake process capture when a new model or system is first registered?
• A use case's risk tier in the governance inventory needs to be set. Which factors should determine it?
• A team preparing a production rollout wants to avoid inventory entries going stale after launch. What should they build into the AI use case inventory process?
• The standard offboarding script for a retired model deletes every associated record, including its evaluation history and approval documentation. What is the problem with this script?
• A customer wants a scalable way to track dozens of AI initiatives. Why is registering only the model file name insufficient?
• A proof-of-concept chatbot is becoming a governed use case and needs a risk classification. Which factor should most directly raise its risk tier?
• An administrator troubleshooting a pilot finds that a flagged issue in the use case inventory has sat unresolved for months with no one assigned to it. What is the most direct fix?
• Good practice for a model inventory comes into question once assets stop being used. What should the inventory reflect?
• During an incident, reviewers cannot find who is accountable for a misbehaving model. What does this most likely indicate about the original intake?
• A senior engineer reviews the classification plan and notices that every internal-facing use case has been marked low risk by default. What is wrong with this approach?
• A customer wants a scalable AI use case inventory across dozens of projects. What role structure should the consultant recommend to keep the inventory trustworthy?
• Defining the criteria for retiring a model becomes part of turning a proof of concept into a governed production system. Which criterion best fits governance obligations?
• An audit of the use-case inventory for a pilot deployment turns up an entry that lists the model type and risk score but no documented purpose. What does this finding mean?
• Automation level is included as a classification dimension alongside data sensitivity. What is the best explanation for why?
• Which practice best demonstrates that owners are being held accountable within the use case inventory?
• The plan for retiring a fraud-detection model calls for its old approval record to be reused to approve a new, unrelated marketing model. What is wrong with this plan?
• A customer is designing its AI intake form. Which task belongs in that form?
• Regulatory exposure must be weighed when classifying a use case moving from proof of concept to governed status. Which use case should be treated as higher risk on this dimension?
• An administrator finds that a use case's owner field lists an anonymous distribution list rather than a person. Why is this a problem for a sensitive AI system?
• How a retired model's records should be treated differently from an active model's records becomes the subject of debate. What is the key distinction?
• Several departments plan to reuse a general-purpose model heading into production. Why should intake still record its intended use for this specific rollout?
• A senior engineer reviews the current classification plan and finds that user population size was left out of every risk assessment. What is the consequence of this omission?
• A customer asks what happens to accountability when a model owner leaves the organisation. What should the consultant recommend?
• A project lead has confirmed a model is no longer used anywhere in production. Which action correctly closes out that model's governance lifecycle?
• Why does waiting until launch to identify a model's owner create a governance gap?
• A use case scores high on some classification dimensions and low on others. What is the correct approach to combining them?
• Which statement best summarises how ownership and review responsibilities should function in an AI use case inventory?
• Which practice best describes correct handling of AI assets that are no longer used?
• Which statement best summarises what a complete AI use-case intake record should contain?
• Which statement best summarises how AI use cases should be classified in the governance inventory?
• A governance lead wants a single measurable signal that owners are meeting their accountability obligations. Which is the strongest choice?
• An architect asks which choice best summarises the governance lifecycle for AI assets that have stopped being used. What is the correct summary?
• A rollout review finds an inventory entry that records only technical model type, with no owner, purpose or intended users listed. What is the most appropriate next step?