Conduct structured identification (gap analysis, process mapping) to surface candidate use cases.
AI for Business Institute · Course
D3 · Use Cases, Efficiencies & ROI
Whether AI is applied to the right problems and the benefit is measured, not asserted.
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Time4 hours
Structure5 modules · 5 lessons
Why this course
Learn what good looks like, then practise how to apply it.
A focused Framework v2.0 course covering all five D3 criteria. Learn the operating standard, recognise credible evidence and apply each capability to a real AI initiative.
Capabilities
What you'll be able to do
Prioritise against impact, feasibility, strategic alignment and risk.
Take a use case from concept to production and evidence real usage.
Build a pre-project baseline and measure realised benefit against it.
Forecast and control the ongoing operating cost of AI systems.
Curriculum
A deliberate journey from context to capability.
D3.1 · Use case identification methodology
Conduct structured identification (gap analysis, process mapping) to surface candidate use cases.
D3.2 · Prioritisation framework
Prioritise against impact, feasibility, strategic alignment and risk.
D3.3 · Live portfolio and adoption
Take a use case from concept to production and evidence real usage.
D3.4 · Benefit measurement — ROI and efficiency
Build a pre-project baseline and measure realised benefit against it.
D3.5 · Run-cost management (AI FinOps)
Forecast and control the ongoing operating cost of AI systems.
Ready when you are