AI FOUNDATIONS · COURSE 05

THE AI INSTITUTE

Evidence-led executive learning · reviewed August 2026

Annotated 30-day experiment charter

Fictional proposal-writing experiment. Planning the run is the assessed artefact; these are illustrative assumptions, not observed results.

FieldExemplarWhy it works
DecisionWhether to extend the approved workflow to one additional trained proposal team.Bounded authority, not enterprise scale.
HypothesisSource-linked drafting plus rubric review will reduce median total handling time without a critical unsupported service claim.Connects intervention, outcome and quality boundary.
Design40 baseline and 40 run proposals from three approved service families; eight specialists across two teams; exclude confidential attachments and regulated advice.Population, comparator and exclusions are explicit.
MeasuresDraft-plus-review time, rubric quality, critical source errors, eligible-use adoption, overrides, boundary events and usable hours redirected.Balances value, quality, adoption and risk.
GateScale one team only if all thresholds pass; restrict and retest a failing family; stop for uncontained confidentiality or persistent critical errors.Decision rules exist before results.

Weak counterexample

“Give everyone access for 30 days and survey whether they liked it.” There is no decision, baseline, eligible work, quality evidence, boundary, stop authority or value conversion.