day 1-james wainaina-sap-predicting needs and planning the future- role of data and analytics for...
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Predicting needs and planning the future: role of data and analytics for public sector development planning.
@wainainajames
Unleash Insight in Public Sector today
ENGAGE
sapbusinessobjectsbi.com
PREDICT
sap.com/predictive
VISUALIZE
saplumira.com
What is Predictive Analytics?
The Power of Algorithms
Imagine the potential in Public Sector…
:-)National and local
Sentiment
Population Projection
Insider Trading
Grants Oversight Real-time Demand/Supply Forecast
Predictive Maintenance
National Security
Services Optimization Fraud Detection and conflict of interest
Tax and Revenue CollectionEducation Heath care
Case 2 : PA optimizes tax collection (US States)
PA helps 7 US states optimizing tax collection: California, Mississippi, Georgia, Alaska, Colorado, Minnesota, Oklahoma
Typical questions are:•How long would an audit last•How much money there is potentially to discover (undeclared amounts)•How much of that they could recover
Case 3 : PA optimize Crime & Terrorism detection
• Use of massive scoring and link analysis to find rare events
• Development of new functionalities:• Geolocation• Paths• …
• We are prototyping ‘predictive police’• Take into account all possible descriptors
in addition to position• Provide a predicted map to optimize
resource planning and positioning
Case ** : Other Examples
•Education : Number of schools to be built based on different classification of school per county e.g. Nationals, Provincial etc.•Health care: Number of hospitals to be built or enhanced based on patient and disease history e.g. India monsoon example•Maintenance : Government can do predictive maintenance instead of the machinery e.g. cars waiting to breaking down
Next Steps….
Incorporating inferences into the strategy
Planning and budgeting
Monitoring and evaluation of the impact(Ipad demo)
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Thank you
@wainainajames