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Information Models Delivering agile, high impact BI Ehtisham Rao, Director BI/Billing Mobilink, Pakistan

Infomation models for agile bi

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  • 1. Information ModelsDelivering agile, high impact BIEhtisham Rao, Director BI/BillingMobilink, Pakistan

2. Business group orNext level of improvement? The BICC to be formedto lead businessInformation initiative.side Modelsuser layer Top Down Approach; User centered information Models built on context and- User Drivenobjective driven requirements - Contextual- Predictive AnalyticsVisualizationPRESENTATION LAYER RulesContext MapsSales SegmentsCustomerMCOM/CareOthers ControlledUser VocabularyBusiness VOMSSemantic data layerRulesFormalizationBI LayerPostpaid RevenueAnalyticsContextualize Daily / ADSs for DataPOS/RIMediationMonthlyMining (eFiCs) Data Aggregates Data Layer/ DWH Billing/Charging CRM / Sales VOMS Other SourceSystemsCDR 3. A look at the proposed ArchitectureUser defined information Architecture (terms,dimensions, relevance, context)Models target organizational dimensions to enableatomic contexts and rulesSemantic layer allows data to business objectcorrelation, sanity checks, rules and visualizationVAS IM Postpaid IM Products IM Analytics Sales IMData Warehouse Architecture Data Warehouse Infrastructure (ETL & Sourcing) What information to source?Which system to source it from?What Rules to apply? Business /ETL Rules 4. User Experience Designis the key 5. The top down designapproach 6. Mental ModelAlignment Mental model with above the line design grouping user tasks into conceptual groups Semantic data model broken down into business data objects 7. The UXD Deliverables 8. Case- sales information model 9. Daily KPIDaily Salescomparison at VolumesNationwide View National and Regional Levelbuying power ofVariance fromRetailer classcustomers based on previous week measures theirrecharge sales in theselling potential past week 10. Summary Ticker Regional View Market float quantitative Regional Sales indicates the stockKPIs.available in theVolumes market. Hourly salesRegions MTD Weekly Journey Top 60 Franchisestrends forachievement withPlan compliance. Nationwide by regional demandRegion.respect to targets pockets 11. Visible improvement 12. Some tips 13. IN Swap & VAS information modelScope Like for like information SWAPA Subscriber level Migration of existing IN feature set to attributes IN Swapnew IN Scalable subscriber based pricing Convergent information architecturecapability SubscriberPackageFeatureScope Product based information model UC Designed to measure productVAS/Product Discountrevenues, uptakes with respect toModel location and subscriber level profiling To be launched in sync with IN Swap B(followed by the swap)Product views 14. Postpaid information modelScope Postpaid customer lifecycle (near real time) Product information visibility (near real time) Hierarchical reporting capability C P Print process Credit management reporting including Age debt and blocking C PBillingMulti Channel C Enterprise level reporting on KPIs RatingRating Operational efficiencies and data quality for billing PEvent Format Billing MediationCustomer experience transformation through bettercredit management and proactive provisioning. 15. Thank you.Id love to take your questions.Twitter: @eraoBlog: www.aeracture.com