Module 8

Module 8 Summary: Tables, Spreadsheets, and Simple Analysis Thinking

Module ID: AIT-M08 Status: Source package created; public shell pending

What learners should remember

Learners can ask better questions about simple tables, formulas, labels, and chart explanations while staying honest about whether the AI tool has seen the data.

The module is practical. The learner should leave with a small piece of reusable work, not only an idea.

Evidence produced

Table question brief.
Analysis review checklist.
Safe formula prompt.
Chart explanation note.
Knowledge check score.

Ready for the next module when

The learner can:

the tool can only use the data or description it actually receives.;
good table prompts define what columns mean and what question matters.;
ai can suggest formulas and cleaning steps, but the learner must test them.;
pattern suggestions are hypotheses, not results.;
ai can help draft explanations, but the learner must check the chart.;
the prompt and review plan should make analysis boundaries visible.;
explain what they will verify, edit, ask again, or reject.

Next module

Module 9 turns AI support toward planning, checklists, and productivity.