sources for further reporting Pick info pieces to support specific report requests Traditional BI Approach eV-ict Approach Derive and generate answers and conclusions AI Approach
sources for further reporting Pick info pieces to support specific report requests Traditional BI Approach eV-ict Approach Derive and generate answers and conclusions AI Approach • New report request = new report development • When grouped or consolidated info is used: • source details lost and • downdrilling not available • Source info remains available and verifiable • Adding a new source allows correlating with all elements of that source • All data ready for presentation • Data not company specific enough • One-way process to derive conclusions • No way to verify the decision process • Source details lost
- IT Dept Dept Dept Dept BU - FIN BU - HRM Dept BU 1 Dept BU - IT Dept Dept Dept Dept BU - FIN BU - HRM Dept BU 2 Dept BU - IT Dept Dept Dept Dept BU - FIN BU - HRM Dept BU 3 Dept BU - IT Dept Dept Dept Dept BU - FIN BU - HRM Dept CORP - IT CORP - FIN CORP - HRM CORPORATION
departments? BU X Dept BU - IT Dept Dept Dept Dept BU - FIN BU - HRM Dept BU 1 Dept BU - IT Dept Dept Dept Dept BU - FIN BU - HRM Dept BU 2 Dept BU - IT Dept Dept Dept Dept BU - FIN BU - HRM Dept BU 3 Dept BU - IT Dept Dept Dept Dept BU - FIN BU - HRM Dept CORP - IT CORP - FIN CORP - HRM CORPORATION What happened to: + Buying authority per department + Purchased SAAS services + Integration projects + Interdisciplinary teams + Cross departmental initiatives + Decentralised ICT roles + Shared Service Centers + Shadow IT
IT Dept Dept Dept Dept BU - FIN BU - HRM Dept BU 1 Dept BU - IT Dept Dept Dept Dept BU - FIN BU - HRM Dept BU 2 Dept BU - IT Dept Dept Dept Dept BU - FIN BU - HRM Dept BU 3 Dept BU - IT Dept Dept Dept Dept BU - FIN BU - HRM Dept CORP - IT CORP - FIN CORP - HRM CORPORATION
different views • Paid for • Not used • Technology not found • Using it • Not paid for • Technology not found • Technology present • Not paid for • Not using it
different views • Paid for • Technology present • Not used • Using it • Not paid for • Technology not found • Technology present • Using it • Not paid for • Paid for • Technology present • Using it
first makes data sources consistent Content analysis leading to leading to ever improving interpretation-engines Source System 1 Source System 2 Source System 3 Maintaining data source traceability by design Unique data model geared for reporting and analysis