Research approach
AIO3 separates hypotheses from verified findings. An attractive course idea is not evidence of demand, learning effectiveness, or economic feasibility.Workstreams
- Learner and parent needs
- Competitor and alternative-program analysis
- Curriculum effectiveness and readiness
- Instructor, infrastructure and safeguarding requirements
- Pricing, unit economics and operational feasibility
- Pilot design, evaluation and iteration