AI at work · Case analysis · 50 min
What goes in the tool, and who gets told
The two questions that get entry-level workers in trouble: what data was I allowed to paste, and did I say a tool was involved.
Target level: Proficient — Has functional knowledge of the skill and can apply it properly in specific on-the-job settings.
Why this design
Work a real situation from evidence to recommendation, and show the reasoning. Judgment content — root cause, tradeoffs, competing priorities, risk.
What this evidences
- data-privacy-judgment×1 at Proficient
- ai-ethics-disclosure×0.6 at Proficient
By the end, the learner can
- Staff communication preparation: leverages AI to draft compliance awareness communications and training materials covering emerging regulatory topics, then reviews and tailors content to organizational context before distribution to management and employees.
- Regulatory compliance synthesis: directs an AI agent to aggregate multi-jurisdictional regulatory requirements into a comparative summary, auditing the output for gaps before delivering guidance to businesses.
- Integrated case file management: uses an AI-enabled records system to cross-reference impoundment histories, repeat-offender flags, and disposition patterns across cases, accelerating retrieval without delegating investigative judgment.
Session plan
- 15 minThe caseWhere this shows up: public safety settings and community or institutional environments, working with public members, supervisors, emergency responders. Conditions to expect: high-consequence, protocol-driven, risk-sensitive. Entry roles this maps to: Animal Control Workers, Correctional Officers and Jailers, Crossing Guards and Flaggers.
- uses an AI-enabled records system to cross-reference impoundment histories, repeat-offender flags, and disposition patterns across cases, accelerating retrieval without delegating investigative judgment.
- 15 minEvidence logWork the task on your own first. Support is available, but ask for it out loud so the group hears what got you stuck.
- Tools in play: Office suite software, Spreadsheet software, Electronic mail software.
- 10 minCompare readingsCompare answers before the debrief. Where the room split is the useful part — the split usually marks a real judgment call rather than a knowledge gap.
- Where did two people read the same situation differently, and what did each notice?
- Which answer would survive a supervisor asking "why did you do it that way?"
- 10 minWhat the record showedClose the loop: what changed between the first attempt and the last, and what would have to be true for data & privacy judgment to hold up on a bad day.
Assessment (17 items)
Loading your attempt…