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Career Readiness Studioby LER.me

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

  • Regulatory compliance monitoring: tasks AI tools to track updates to local, state, and federal acupuncture practice regulations, then personally evaluates applicability and integrates relevant changes into clinic policy.
  • Regulatory documentation review: uses an AI assistant to scan draft maintenance and compliance records for missing required fields or regulatory inconsistencies, then authors all corrections and attestations personally.
  • Incident report drafting: generates a structured first draft of equipment-malfunction or adverse-event reports with AI support, editing for clinical accuracy and facility compliance before submission.

Session plan

  1. 15 minThe caseWhere this shows up: hospitals and clinics, working with families, patients, physicians. Conditions to expect: patient-facing, emotionally demanding, safety-sensitive. Entry roles this maps to: Endoscopy Technicians, Home Health Aides, Medical Equipment Preparers.
    • generates a structured first draft of equipment-malfunction or adverse-event reports with AI support, editing for clinical accuracy and facility compliance before submission.
    From Endoscopy Technicians (31-9099.02)
  2. 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: Medical software, Spreadsheet software, Office suite software.
  3. 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?"
  4. 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)

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Career Readiness Studio by LER.me