[ Pervasive Location Analytics − The Next Frontier to Fall In the Enterprise Software? Jitender Aswani, Strategy, Business Analytics, SAP
Nov 01, 2014
[Pervasive Location Analytics − The Next Frontier to Fall In the Enterprise Software? Jitender Aswani, Strategy, Business Analytics, SAP
© 2011 SAP AG. All rights reserved. 2
Agenda
1. Big Data & Pervasive Nature of Location-Based
Solutions
2. Location Aware Solutions from SAP
3. Demos From Centigon Solutions, Fresh Direct
and SAP
4. Q&A
© 2011 SAP AG. All rights reserved. 3
The Unstoppable Data Deluge…
In year 2008, a firm managing the supply chain for retail clients saw…
100 GB of data per day
…flow through its network.Source: The Economist
kilobyte (KB) 103 megabyte (MB) 106 gigabyte (GB) 109 terabyte (TB) 1012 petabyte (PB) 1015 exabyte (EB) 1018 zettabyte (ZB) 1021 yottabyte (YB) 1024
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The Unstoppable Data Deluge…
and in year 2010, the amount of data flowing through the network has increased by…
10x to 1 TB of data per day
Source: IDCkilobyte (KB) 103 megabyte (MB) 106 gigabyte (GB) 109 terabyte (TB) 1012 petabyte (PB) 1015 exabyte (EB) 1018 zettabyte (ZB) 1021 yottabyte (YB) 1024
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The Unstoppable Data Deluge…
In year 2009, American Drone aircraft sent back…
24 Years
…worth of video footage.
Source: The Economist
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The Unstoppable Data Deluge…
and the next generation Drone models are expected to produce…
10 to 30 times
…more data.
Source: The Economist
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The Unstoppable Data Deluge…
In 2005, humanity created…
150 EB
…of data.Source: IDC
kilobyte (KB) 103 megabyte (MB) 106 gigabyte (GB) 109 terabyte (TB) 1012 petabyte (PB) 1015 exabyte (EB) 1018 zettabyte (ZB) 1021 yottabyte (YB) 1024
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The Unstoppable Data Deluge…
In 2010, humanity created…
8x more (1,200 EB)
…of data.Source: IDC
kilobyte (KB) 103 megabyte (MB) 106 gigabyte (GB) 109 terabyte (TB) 1012 petabyte (PB) 1015 exabyte (EB) 1018 zettabyte (ZB) 1021 yottabyte (YB) 1024
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The Unstoppable Data Deluge…
According to IDC, data is…
doubling
…(a trillion GB) in 2011.
…every two years and is expected to reach…
1.8 ZB
Source: IDCkilobyte (KB) 103 megabyte (MB) 106 gigabyte (GB) 109 terabyte (TB) 1012 petabyte (PB) 1015 exabyte (EB) 1018 zettabyte (ZB) 1021 yottabyte (YB) 1024
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Ever increasing demand for smart analytical solutions that can harness the Big Data and generate the right business insights…
Source: The Economist
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What –When-Where – Three questions all business ask universally - the classic Business Analytics equation…
“What” happened?
“When” it happened?
“Where” it happened?
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The “What” in “What-When-Where” Business Analytics equation…
Source: SAP
Worldwide, SAP’s carbon
emission
reduced…
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The “When” in “What-When-Where” Business Analytics equation…
Source: SAP
In 2010, carbon emission reduced by 6% from 2009 levels…
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The “Where” in “What-When-Where” Business Analytics Equation…
Source: SAP
Carbon emission reduced in both
EMEA
and NA from 2009 to 2010…
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Source: SAP
Analyzing data on “Where” a.k.a location (geo) dimension has not been that exciting…
Region 2009 2010
Americas 95,348,551 90,469,039
Region 2009 2010
EMEA 287,115,120 259,280,691
Region 2009 2010
APJ 64,627,692 71,738,049
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Source: SAP
City 2009 2010Argentina 1,892,604 2,944,954
Australia 3,857,067 4,473,135
Austria 3,456,312 3,575,161
Belgium 2,720,480 2,883,628
Brazil 4,796,593 7,834,214
Bulgaria 2,242,471 1,756,235
Canada 7,763,254 10,553,272
Chile 427,713 742,903
China 11,463,525 13,793,752
Colombia 715,549 1,309,819
Croatia 196,538 230,429
Cyprus 26,188 30,966
Czech -Rep 3,043,642 3,030,376
Denmark 1,073,278 1,289,842
Estonia 9,243 12,407
Finland 1,473,672 1,651,663
France 9,581,919 10,695,747
Germany 197,207,281 166,986,765
Greece 753,209 813,469
Hong Kong 364,873 493,690
Hungary 3,161,251 3,142,943
India 36,063,826 37,585,886
If data had both time and location (geo) dimensions, few visualization solutions could help…
Source: SAP
City 2009 2010Indonesia 212,127 380,830
Ireland 5,375,244 7,445,584
Israel 11,045,459 9,889,998
Italy 5,408,633 5,969,910
Japan 6,753,585 6,873,820
Kazakhstan 167,267 94,186
Latvia 13,099 17,470
Lithuania 36,742 39,872
Luxembourg 59,651 58,426
Malaysia 732,026 968,832
Mexico 2,480,174 3,747,303
Netherlands 4,995,668 4,952,921
New Zealand 257,704 302,707
Nigeria 44,091 149,600
Norway 442,634 449,135
Other 779,936 1,544,873
Peru 249,568 441,814
Philippines 203,490 342,107
Poland 1,569,985 1,625,997
Portugal 905,358 968,307
Puerto Rico 245,223 430,815
Romania 552,984 593,299
City 2009 2010Russian Federation 2,897,359 3,368,540
Saudi Arabia 87,135 275,082
Serbia 325,843 279,582
Singapore 2,559,895 3,632,802
Slovakia 1,071,815 1,021,035
Slovenia 217,525 245,225
South Africa 4,544,139 3,409,266
South Korea 1,427,186 1,846,810
Spain 3,002,220 3,785,371
Sweden 809,708 809,941
Switzerland 5,519,681 5,279,232
Taiwan 496,947 650,776
Thailand 235,441 370,219
Turkey 528,217 761,957
Ukraine 433,289 491,498
United Arab Emirates 711,526 1,015,479
United Kingdom 11,404,364
10,184,147
United States
76,350,285
61,884,405
Venezuela 427,588 579,540
Vietnam 22,683
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And as more than 70% of organizational data has location elements − address, region, lat/long…
Source: Yellowfin
Location Analytics or Location BI will go pervasive in the enterprise…
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Thanks to Google for democratizing maps, location -based solutions are becoming pervasive…
Source: Southwest
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With the big governments…
Source: Census.gov
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And with the private enterprises…
Source: Centigon Solutions
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In increasing numbers in mobile apps…
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And social apps…
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And also with data enthusiasts and bloggers among others…
Source: Guardian.co.uk
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The data on England riots
Source: Guardian.co.uk
#1
England riots: was poverty a factor? An example of Pervasive Location Analytics…
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England riots data mapped…
Source: Guardian.co.uk
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The data on England riots
England riots: was poverty a factor? An example of Pervasive Location Analytics…
Source: Guardian.co.uk
The data on poorest places in England#2
#1
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England riots data mashed with poverty data…
The map is colored by the Indices of Multiple deprivation, from blue (richest) to red (poorest). Source: Guardian.co.uk
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The data on England riots
England riots: was poverty a factor? An example of Pervasive Location Analytics…
Source: Guardian.co.uk
The data on poorest places in England
The data from magistrate courts on rioters#3#2
#1
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England riots data mashed with poverty and rioters’ demographics data to answer questions…
The map is colored by the Indices of Multiple deprivation, from blue (richest) to red (poorest). Source: Guardian.co.uk
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England riots: was poverty a factor? An example of Pervasive Location Analytics…
Source: Guardian.co.uk
Demo of Unlocking Location Based Insights on England Riots
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Government has also put its “Big Data” on a map to help citizens unlock location sensitive info…
Demo on Recovery.gov
Source: Recovery.gov
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Southwest Airlines is using maps in a very innovative way to drive its travel business…
Demo on Southwest GetAway Finder
Source: Recovery.gov
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Another fascinating example of Pervasive Location Analytics: Global maps of news papers…
Demo on a map based global newspaper solution
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Location-based solutions which bring geo data to life and unlock location aware insights…
?Will it become pervasive in the enterprise
© 2011 SAP AG. All rights reserved. 35
1. Big Data & Pervasive Nature of Location-Based
Solutions
2. Location Aware Solutions from SAP
3. Demos From Centigon Solutions, Fresh Direct
and SAP
4. Q&A
© 2011 SAP AG. All rights reserved. 36
At SAP, we certainly think so, hence this strategic partnership with Google…
http://youtu.be/VffG3MuQ4nc
SAP and Google Team to Put “Big Data” on the Map, July 27, 2011
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This strategic partnership will bring location-based solutions from SAP in near future…
Google Maps JavaScript API was built from scratch to be optimized on various platforms including desktop and mobile
Google Earth API for 3D visualizations within a browser gives you full control of controls, layers and movements of Google Earth
StreetView API for fully controlled applications leveraging the Google’s own StreetView imagery
Geocoding API is a web service that finds the coordinates for a street address or finds the street address at a given location
Elevation API is a web service that gives your business access to graph and analyze Google’s elevation data
The Directions API has the ability to specify optionslike tolls, highways and biking directions
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SAP applications to leverage Google Maps to make location-based enterprise solutions pervasive…
BI client tools
BI platform
On-demand applications
Mobile applications
And more…
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1. Big Data & Pervasive Nature of Location-Based
Solutions
2. Location Aware Solutions from SAP
3. Demos From Centigon Solutions, Fresh Direct
and SAP
4. Q&A
© 2011 SAP AG. All rights reserved. 40
Ryan Goodman
Centigon Solutions, Inc.
@rmgoodm
http://gmapsplugin.com
GMaps Framework
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BIG Data
The “Cloud”
Consumerization ofIT
Operational BusinessAnalytics
Location Intelligence
Technology Convergence
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GMaps PlatformGMaps Platform
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Location Intelligence in Action
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Senior Analyst, Transportation
Nimish has been involved in transportation operations and business analysis at FreshDirect since 2006. He has been a business champion for FreshDirect’s operational analytics with experience building end to end management processes.
Nimish Dixit, Fresh Direct
© 2011 SAP AG. All rights reserved. 4545
FreshDirect is the leading profitable online grocer in the U.S.
600,000 customers in New York, New Jersey and Connecticut
Fresh-from-the-farm foods and brand-name groceries at everyday low prices, all delivered to customers’ doors
Expert 5-star Quality Ratings on all produce and seafood, daily
Over 600 Entrees and Side Dishes, made fresh daily by professional chefs using the finest, freshest ingredients
FreshDirect has fulfilled more than 12 million orders to date
FreshDirect ranks 70th on Internet Retailers America’s Top 500 guide
About FreshDirect
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Build a World Class Fresh Foods Company
Re-Think and Shorten the Current Food Retail Supply Chain from Source to Customer
Build the World’s Most Personalized Food Shopping Experience
FreshDirect’s Mission
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FreshDirect Challenge:
How do you empower the front-line agent or manager to confidently respond to the second or third degree excuse/question that a report can’t answer?
Q. Why did you get a ticket? A. No, I didn’t.
Q. If you didn’t, why did we pay it? A. The cop wrote it incorrectly
Mgmt Action: Let’s take a look
Solution: Build a management process that is supported by visual, map-based dashboards as a key component.
Operationalizing Data Consumption
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Awareness & Tools: Communicate to drivers about how much FD pays in tickets
Exception Reporting: DW/BOBJ weekly/daily reports highlighting bottom performers for metric
Coaching and Management: Empower managers to own the conversation with drivers. Deploy map based dashboard.
Parking Ticket Challenge
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Parking Ticket Dashboard at FreshDirect
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Driving Directions Dashboard at FreshDirect
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SAP’s carbon footprint Explorer iPad demo
Pervasive Location Analytics – SAP BusinessObjects Explorer iPad demo…
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Pervasive Location Analytics – SAP’s Visual Business Demo – “Taking your business Visual”
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1. Big Data & Pervasive Nature of Location-Based
Solutions
2. Location Aware Solutions from SAP
3. Demos From Centigon Solutions, Fresh Direct
and SAP
4. Q&A
© 2011 SAP AG. All rights reserved. 54
Pervasive Location Analytics – Can I answer your questions?
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Pervasive Location Analytics – My contact information
[email protected]://allthingsbusinessanalytics.blogspot.com/#jaswani Thank
you!
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Appendix
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Geo elements in Sales OnDemand
Addressing travelling salesman’s business issues using SAP Sales OnDemand (if time permits)…
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Logistics and addressing security threats iPad Demo
Addressing logistics related challenges using SAP HANA and SAP BusinessObjects EventInsight…