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Generative AI for Problem Solving — Hands-On Labs

8 labs across 4 topics · 2 days · 15 instructional hours

Work through the labs in order — each one builds on the artifacts you produced in the labs before it.

Topic 1 — Foundations of Critical Thinking and Generative AI

# Lab Tools You Build
1 Create the AI Problem-Solving Charter Text editor · ChatGPT or Claude · harbourlight-case-brief.md · prompt-log-template.md problem-solving-charter.md and prompt-log.md with a complete FRAME prompt and review checklist
2 Compare and Refine AI Thinking Outputs ChatGPT and Claude, or two fresh chats · Text editor · prompt-log.md model-comparison.md with a four-criterion rubric, material differences and FRAME prompt version 2

Topic 2 — Defining and Analysing Problems with AI

# Lab Tools You Build
3 Frame the HarbourLight Problem ChatGPT or Claude · Text editor · harbourlight-case-brief.md · harbourlight-evidence-log.csv problem-frame.md containing a 5W2H table, scope map, stakeholder view and final problem statement
4 Build the Root-Cause Evidence Map ChatGPT or Claude · Text editor · problem-frame.md · harbourlight-evidence-log.csv · stakeholder-excerpts.md root-cause-evidence-map.md with fishbone categories, hypothesis ledger, challenge notes and priority checks

Topic 3 — Generating and Evaluating Solutions with AI

# Lab Tools You Build
5 Generate a Diverse Solution Portfolio ChatGPT or Claude · Text editor · root-cause-evidence-map.md · harbourlight-case-brief.md option-portfolio.md with at least five distinct options, mechanisms, assumptions and expected signals
6 Choose and Stress-Test a Pilot Spreadsheet · ChatGPT or Claude · option-portfolio.md · decision, scenario-risk and decision-record templates completed decision-matrix.csv, scenario-risk-register.md and decision-record.md

Topic 4 — Communicating and Applying Solutions with AI

# Lab Tools You Build
7 Write the Evidence-Backed Recommendation ChatGPT or Claude · Text editor · decision-record.md · recommendation-brief-template.md recommendation-brief.md and presentation-outline.md with claim-source ledger
8 Build the Workplace Pilot and Learning Plan ChatGPT or Claude · Text editor · all Lab 1–7 outputs · implementation-plan-template.md implementation-and-review-plan.md plus a complete C1234-HarbourLight portfolio checklist

Use only the supplied HarbourLight synthetic case or information you are authorised to use. Keep customer, staff and confidential business information out of public AI tools. A person must verify evidence and own every recommendation.

Tertiary Infotech Academy Pte Ltd · C1234 · v1.0 (28 July 2026)