Digital, Data & AI / A knowledge map
Digital, Data & AI knowledge map
Examine data quality, digital processes and responsible use of emerging tools.
Choose your own starting point.
Where would you like to explore?
Follow the suggested sequence or open any stage. Your learning position is not recorded or saved.
What professional question should the technology answer?
Begin with the meaning behind the terminology. Use the selected perspectives below, then explain the concept in your own words using an original hypothetical business example.
Explore the connected reading.
Digital, Data & AI / InsightData Analytics Is Not the Same as Audit JudgmentDigital, Data & AI / InsightData Quality Before Data AnalyticsDigital, Data & AI / InsightData, Information and Insight: Different Steps in the ChainWhat professional question should the technology answer?
Use your own hypothetical example. Consider one assumption and one limitation.
Explore the reflection guide
A useful explanation identifies the business event, its purpose and one limitation. Definitions alone are a starting point.
See another perspective.
Move between disciplines to understand the same business from another angle.
Understand recognition, measurement and the judgments behind financial information.
Explore this pillar FinanceConnect reported performance to cash, working capital and value creation.
Explore this pillar Internal AuditFollow risk, examine evidence and turn independent assurance into useful insight.
Explore this pillar Risk & ControlsUnderstand uncertainty, control design and how responses work in practice.
Explore this pillar GovernanceExplore ownership, oversight and accountability behind business decisions.
Explore this pillar Business ImprovementMove from symptoms to causes, practical change and measurable outcomes.
Explore this pillarWork through the question.
An Excel Lab for this pillar is in development. Explore the available readings and cases in Apply.
Explore Apply Browse published working resources