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Applied AI Fluency

AI for Research & Due Diligence

Learners who need to investigate markets, companies, competitors or vendors without treating AI output as evidence.

What you will be able to do

  • Frame a research question with explicit decision criteria and scope.
  • Build a source plan that distinguishes primary from secondary evidence.
  • Use AI to accelerate synthesis while keeping every citation attached.
  • Reconcile conflicting claims and document what remains uncertain.
  • Write a market finding someone can actually make a decision on.

How this is assessed

Source-verified market report

Submit a research brief, a cited evidence table, your findings, and a limitations section, on a real question — a market you are considering entering, a vendor you would have to choose between, a competitor you need to understand. Every claim in the findings must trace to a row in the evidence table.

GradeWhat earns it
PassComplete sourcing — every claim traceable to a dated, classified source.
MeritSound synthesis that reconciles conflicting evidence rather than picking a side.
DistinctionA precise recommendation that cleanly separates what is known from what is inferred, and says what would change it.

Before you submit

  • The brief names the decision, the decision-maker and the evidence standard.
  • The evidence table marks each source primary or secondary and records its date.
  • Every finding traces to at least one evidence row.
  • Conflicting sources are shown with the reason for the conflict.
  • The limitations section names questions you could not answer.
  • Recommendation and inference are visibly separated from evidence.

Handing it in

Marked by a market researcher, strategy consultant, investment analyst or competitive-intelligence professional experienced in evidence-led due diligence. You will need an account to submit, so that the mark has somewhere to land. Sign in or create one. The modules are open either way.

Modules

5 modules, self-paced. Nothing is timed and nothing is scored.