Business Analytics for Quantifications from Multi-source Data

Taking Stock	Harness value from existing data	Identify quantifications	New feedback loops	Knowledge
Identify current organisational issues that need data support for decision quality Identify main stakeholders and requirement for alignment around the decision Identify points of contention among stakeholders	What data exists Locations Owners Purpose How data is connected How data is used What knowledge is drawn from data	Identify missing, duplicated & sub-optimal data Confirm data knowledge Correct data misconceptions Identify how else data could be used	Optimise feedback control Rationalise data collection Eliminate duplication Reduce non-value-add data Add or improve value-add data	Add to knowledge bank Integrate data usage into strategic and operational processes Transfer knowledge internally to build capability