Define KPIs and monitoring for live AI systems.
AI for Business Institute · Course
D9 · Performance & Continuous Improvement
Whether live AI is monitored, evaluated, improved and retired on evidence.
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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 D9 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
Design and run evaluation suites appropriate to the system type.
Operate a controlled improvement and release process.
Lead a PIR and convert findings into practice change.
Diagnose underperformance and act, including retiring a system.
Curriculum
A deliberate journey from context to capability.
D9.1 · Performance monitoring and KPIs
Define KPIs and monitoring for live AI systems.
D9.2 · Evaluation and testing discipline
Design and run evaluation suites appropriate to the system type.
D9.3 · Improvement cycles and release management
Operate a controlled improvement and release process.
D9.4 · Post-implementation review and lessons learned
Lead a PIR and convert findings into practice change.
D9.5 · Corrective action, remediation and decommissioning
Diagnose underperformance and act, including retiring a system.
Ready when you are