AI Fundamentals for Business Adoption

CAIPM · 20 questions

• A city permitting director prepares a council briefing about a rules-based script that auto-approves simple fence permits when every checklist box is checked. How should the AI program manager frame the tool?
• A county 311 desk wants software that drafts reply emails from approved knowledge articles for routine resident complaints. Which AI capability best matches that need?
• A transit authority compares a model that forecasts next-hour bus delays from live AVL and weather feeds with a report of average delays by route last quarter. What distinction should the AI program manager emphasize?
• A public-health department maps where AI could triage after-hours clinic messages. What framing best aligns with responsible civic AI program practice?
• A water utility briefs the mayor that a SCADA alarm fires whenever tank level drops below a fixed setpoint and calls the tool an AI anomaly detector. How should the AI program manager correct the framing?
• A parks department shows dashboards of past picnic-permit counts by park and asks whether that alone constitutes an AI program. What should the AI program manager conclude?
• A housing authority auto-routes work orders by fixed ZIP-code rules, and staff call the system machine learning. What correction should the AI program manager make?
• Emergency management notices a flood-risk model produces unreliable maps after storm sensors stop updating. What AI fundamentals lesson should the program manager highlight?
• A courts clerk chatbot invents hearing dates when the docket API is unavailable. Which failure mode should the AI program manager call out?
• A library literacy chatbot cannot answer branch-hour questions unless the hours dataset is connected. What program insight does this illustrate?
• An assessor office wants to estimate property-appeal likelihood from historical cases with known outcomes. Which AI approach best fits?
• Public works pilots a model that flags potholes from street-camera stills. Which AI type is the program manager primarily demonstrating?
• A city manager wants software that drafts council briefing memos using retrieval over current ordinances. Which characterization is most accurate?
• A 311 team evaluates software that looks up parcel IDs in the GIS system, then drafts permit-status replies for residents. What pattern is this primarily illustrating?
• Digital services maps discovery, pilot, MLOps handoff, and DataOps feeds for a permitting classifier. What is the AI program manager primarily establishing?
• After a benefits chatbot goes live, a county CIO asks who owns ongoing model monitoring. What should the AI program manager emphasize?
• An open-data team sets freshness SLAs so a transit delay model stays trustworthy. Which practice is the program manager reinforcing?
• The mayor’s office explores multimodal assistants that summarize body-worn-camera transcripts for after-action reviews, but only with strict access controls. What should the AI program manager prioritize when evaluating the trend?
• A city innovation lab tracks agentic orchestration trends for cross-department service bundles. How should that inform AI program planning?
• A sustainability office watches foundation-model API cost trends before committing to a citywide GenAI platform. What program practice does this reflect?