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Quiz

2948 questions of the kind that actually get asked — in interviews, in architecture review boards, and by the person who has to run the thing at 3 AM. Every answer states the trade-off rather than the slogan, and says when the obvious choice is the wrong one.

All areas2948 Architecture Fundamentals91 Distributed Systems101 Data Architecture90 Cloud Architecture87 Networking96 API & Integration Architecture87 Reliability & Resilience99 Observability92 Performance & Capacity Engineering100 Security Architecture105 Cost Architecture & FinOps102 Business Architecture103 Architecture Communication102 Enterprise Architecture100 Legacy Modernization102 AI-Era Architecture106 Software Architecture & Engineering93 Architecture Patterns94 Architecture Decision-Making101 The Architect's Meta-Skills102 Delivery & Release Engineering103 Platform Engineering & Developer Experience102 Testing & Quality Architecture102 Data Platform Architecture98 Streaming & Real-Time Data103 Data Governance & Semantics91 Frontend & Experience Architecture101 Edge, Mobile & IoT98 Regulatory & Data Protection Architecture99 Assurance, Audit & Model Risk98
Difficulty Any beginner intermediate advanced

5 questions in BI Governance.

  1. BI Governance intermediate Multiple choice

    A company certifies 400 of its 4000 dashboards with a badge an owner and a review at the moment the badge is granted. Eighteen months later an audit finds the certified set has the highest proportion of reports whose underlying model has changed since certification. Review the design. Which single change matters most?

    2 min answer bi governancecertificationstalenessattestation
  2. BI Governance intermediate

    A travel company has thousands of dashboards, several conflicting definitions of the same metric, and a large BI bill. Diagnose it.

    1 min answer bi-governancemetric-consistencysprawlcost
  3. BI Governance advanced Multiple choice

    At 09:10 an executive dashboard shows yesterday's conversion down 38%. By 09:40 every pipeline is confirmed healthy, row counts are normal and no schema changed. At 10:50 someone finds a pull request merged at 23:38 that changed the semantic layer's definition of a converted session. Fourteen experiments were mid-flight. Which design change most directly prevents a repeat?

    3 min answer bi-governancesemantic-layerexperimentationmetric-versioning
  4. BI Governance advanced

    Booking.com has described running more than 1,000 concurrent experiments in a 2017 paper on democratising experimentation. Before you let a thousand teams define their own metrics at that concurrency, what must be true of the semantic layer and the pipelines underneath?

    2 min answer bookingexperimentationsemantic-layermetric-governance
  5. BI Governance intermediate

    Two dashboards disagree about revenue. What mechanism would have prevented it, and what would not?

    2 min answer bi-governancesemantic-layercertificationdefinitions