Day 1-James Wainaina-SAP-Predicting Needs and Planning the Future- Role of Data and Analytics for...
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Transcript of Day 1-James Wainaina-SAP-Predicting Needs and Planning the Future- Role of Data and Analytics for...
![Page 1: Day 1-James Wainaina-SAP-Predicting Needs and Planning the Future- Role of Data and Analytics for Public Sector Development Planning-ConnectedKenya 2014](https://reader031.fdocuments.net/reader031/viewer/2022030316/577cce581a28ab9e788dd1c5/html5/thumbnails/1.jpg)
Use this title slide only with an image
Predicting needs and planning the future: role of data and analytics for public sector development planning.
@wainainajames
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Unleash Insight in Public Sector today
ENGAGE
sapbusinessobjectsbi.com
PREDICT
sap.com/predictive
VISUALIZE
saplumira.com
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What is Predictive Analytics?
The Power of Algorithms
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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
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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
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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
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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
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Next Steps….
Incorporating inferences into the strategy
Planning and budgeting
Monitoring and evaluation of the impact(Ipad demo)
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© 2014 SAP AG or an SAP affiliate company. All rights reserved.
Thank you
@wainainajames