Analyze Requirements for AI-powered Business Solutions AB-100 Practice Questions (Page 10)

Questions 46–50

1. 46foundation · easy

   What does 'data cleanliness' mean in the context of AI systems?

   • AThe data is encrypted and protected from unauthorized access
   • BThe data is free from errors, duplicates, and inconsistencies
   • CThe data is stored in a clean and organized database
   • DThe data is collected from clean sources only
   Reveal Solution Discussion Select an answer first
2. 47application · medium

   A bank wants to automate the processing of loan applications. The agent will extract data from application forms, verify it against internal records, and flag discrepancies for human review. The application forms are scanned documents with handwriting. The internal records are updated in real time. What should the team do to ensure the agent accurately flags discrepancies?

   • AUse only the internal records and ignore the application forms.
   • BUse optical character recognition (OCR) with handwriting recognition and validate extracted data against the internal records.
   • CHave the agent compare the scanned images directly to the internal records.
   • DTrain the agent on historical applications to predict discrepancies.
   Reveal Solution Discussion Select an answer first
4. 48expert · hard

   An e-commerce company wants to deploy an agent that automatically adjusts product prices based on competitor pricing and inventory levels. Competitor pricing data is updated every hour, but the company's inventory system updates only once a day. The marketing team wants the agent to react quickly to competitor changes, while the operations team warns that rapid price changes could cause inventory stockouts. What should the team do to balance responsiveness with operational stability?

   • AIncrease inventory data update frequency to near-real-time and set a maximum price change threshold per day.
   • BLet the agent adjust prices as often as competitor data updates, ignoring inventory data.
   • CUse only competitor data and set prices based on a fixed markup.
   • DKeep the daily inventory updates and allow unlimited price changes.
   Reveal Solution Discussion Select an answer first
5. 49foundation · easy

   What does 'data availability' mean in the context of AI systems?

   • AThe data is accessible to the AI system when needed
   • BThe data is collected from public sources
   • CThe data is stored in multiple geographic regions
   • DThe data is free from any errors
   Reveal Solution Discussion Select an answer first
6. 50application · medium

   A marketing agency wants to deploy an AI agent that generates social media posts for clients. The agent will be grounded on a dataset of past successful posts and a style guide. The dataset contains posts from various industries, but the agency's clients are all in the food and beverage sector. What should the architect do to ensure the agent produces relevant content?

   • AUse the full dataset to give the agent a broader range of ideas.
   • BFilter the dataset to include only food and beverage posts before grounding the agent.
   • CRemove the style guide and let the agent infer the style from the data.
   • DIncrease the agent's creativity settings to generate more diverse content.
   Reveal Solution Discussion Select an answer first