Knowledge graph

Every source, and how they connect.

178 nodes and 318 relationships covering capability stages, topics, people, organisations and resources. Trace connections interactively.

Presets:
Legend:── Thick line: Learning sequence (`precedes`)- - - Thin line: Entity relationships (`publishes`, `authors`, `covers`, `suits`)
ExploreApplyBuildValidateIntegrateDeployLeadFundamentalsPrompting and fluencyWorkflow automationAI in business and marketingAgentsEvaluation and testingGovernance and riskPrivacy and dataNews and trackingResearchApplication engineeringSingapore policy

Hover or click a node to inspect its graph network. On narrow screens, scroll the graph sideways to pan.

Select or hover over a node to see what it connects to. Thicker lines are the learning order between topics — the sequence the assessment assumes you build in.

All links verified 2026-08-13.

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