Estimated commitment: 3 hours · 3 video lessons · 6 applied modules · 7 scenario assessments · capstone
Outcome: Ask better data questions and challenge support used in AI decisions.
This executive learning pathway combines concise lessons with decision fieldwork, applied scenario checks and findings from the learner’s own organisation. Progress is measured through a voice baseline, six module checks, a final assessment, an applied capstone and a post-course reassessment.
Modules: Data as support → Quality → Bias → Metrics → Experiments → Executive data conversations
Applied support: Decision-data audit, supported by a course-specific leadership toolkit and a gated, verifiable certificate.