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Benefits of Open Source
       Geospatial Business Intelligence
                   (Geo-BI)
                    By Luc Vaillancourt, Spatialytics CEO
                                      for
                              Dr. Thierry Badard
             (Spatialytics CTO and Professor at Laval University)




06/10/2009               Geospatial Business Intelligence           1
Plan
             1. Spatialytics
                –   Dr. Thierry Badard
             2. Business Intelligence
                –   BI Offering
             3. Open Source
                –   Open Source BI Players
                    •   Pentaho Offering
             4. Spatialytics.org Offering
                –   GeoKettle
                –   GeoMondrian
                –   SOLAPLayers
             5. Summary
06/10/2009              Geospatial Business Intelligence   2
1. About Spatialytics


 • A new company
 • Based in Quebec City
 • Inspired by the work of Dr. Thierry Badard
       – Inspired by the Pentaho Open Source BI suite..
 • Solutions in Geo-BI
 • CTO : Dr. Thierry Badard
 • CEO : Luc Vaillancourt
       – Co-founded KOREM in 1993, founded BALIZ in 2007
06/10/2009               Geospatial Business Intelligence   3
1.1 About Dr. Thierry Badard
             • Co-founder & CTO of Spatiaylits Solutons Inc.
             • professor in Geomatics at Laval University,
               Quebec City, since 2005
                – Leads the GeoSOA Research team
             • industrial researcher at IGN of France between
               1996 and 2004
             • well involved in the OSGeo
                –   Voting member
                –   Co-fonder of the “francophone” chapter (OSGeo-fr)
                –   Co-fonder of the “Québec” chapter (OSGeo-qc)
                –   Member of the FOSS4G organizing committee
06/10/2009                Geospatial Business Intelligence              4
2. Business Intelligence




06/10/2009         Geospatial Business Intelligence   5
2. Business Intelligence
BI Market Grows 22% In Tough Economy
                           http://www.informationweek.com/news/business_intelligence/analytics/showArticle.jhtml?articleID=217800991


     • 22% growth in 2008 (13% in 2007)
     • $8.8 billion in 2008
             – BI platforms, analytic applications, performance
               management software
     • 75% to the top6 :
             – SAP/Business Objects, SAS Institute, Oracle, IBM/Cognos,
               Microsoft and MicroStrategy
     • Users : "increase transparency" to identify costs and
       better align strategy with execution
06/10/2009                     Geospatial Business Intelligence                                                                   6
2.1 BI Offering
     • Data Integration (ETL : from OLTP to OLAP)
     • Data Warehouse (any RBDMS)
     • OLAP Server (OnLine Analytical Processing)
     • End-User Applications (via MDX) :
             – Analysis                     - Data Mining
             – Dashboards                   - Reporting

              DATA                BI TECHNOLOGY ARCHITECTURE
             SOURCE
               S                                           MDX
                           ET                                      End‐User Applications
         BDM        flat   L
          S        files            Data
                                  Warehous        (OLAP)
              sensor                 e
                s


06/10/2009                      Geospatial Business Intelligence                           7
3. Open Source
06/10/2009   Geospatial Business Intelligence   8
3. Open Source
  Open Source Software Market Accelerated by Economy
   and Increased Acceptance From Enterprise Buyers
                      http://www.businesswire.com/portal/site/home/permalink/?ndmViewId=news_view&newsId=20090729005107&newsLang=en



     • An IDC study on Open Source :
             – worldwide revenue from OSS will grow at a 22.4%
               compound annual growth rate (CAGR) to reach
               $8.1 billion by 2013
             – OSS has had a much higher level of acceptance
               over the past 12 months than previously expected
             – the economy accelerated the uptake and use of
               OSS in the closing months of 2008
             Worldwide Open Source Software 2009–2013 Forecast (IDC #219260)

06/10/2009                             Geospatial Business Intelligence                                                          9
3.1 Open Source BI

     • Players :
             – Pentaho
             – SpagoBI
             – Talend (ETL)
             – JasperSoft




06/10/2009                    Geospatial Business Intelligence   10
3.1.1 Pentaho


  • Pentaho Corporation is the commercial open
    source alternative for Business Intelligence (BI)
  • Pentaho's products have been downloaded
    more than three million times
  • Pentaho is the only commercial open source BI
    suite provider who leads and sponsors all of its
    core open source BI projects.
06/10/2009         Geospatial Business Intelligence     11
3.1.1 Pentaho


   • highly experienced industry leaders with a strong
      record of creating successful BI products for top-tier
      commercial vendors, including: Business Objects,
      Cognos, Hyperion, IBM, Oracle, SAS ...
   • « to achieve positive, disruptive change in the BI space
      by building a On-Demand Business Intelligence and making !it
      Cloud 
                         class-leading BI platform                 05/10/2009

      available to everyone by shift of business intelligence to an on-
                                          releasing it into Open
    LucidEra was founded in 2005 by veterans of the business intelligence industry.
    Computing
        Our founders recognized early the
      Source »                     demand model.
              http://www.pentaho.com/news/releases/20091005_pentaho_announces_strategic_technology_acquisition.php



06/10/2009                          Geospatial Business Intelligence                                                 12
3.1.1 Pentaho




06/10/2009    Geospatial Business Intelligence   13
3.1.1 Pentaho
   • Kettle : ETL / Data Integration
   • Mondrian : OLAP Server
   • End-User Applications (via MDX) :
        – Pentaho Reporting
        – CDF (Community Dashboard Framework)
        – Weka for Data Mining
        DATA
      SOURCES                                           MDX
                     ET                                       End‐User Applications
                     L
              flat               Data
      BDM
             files             Warehous        (OLAP)
       S
                                  e
        sensor
          s
                                                                        CDF



06/10/2009                Geospatial Business Intelligence                            14
Geo-BI




06/10/2009   Geospatial Business Intelligence   15
4. Spatialytics.org


       Spatialytics leads and sponsors all of its core
                Open Source Geo-BI projects,
                        available at




06/10/2009            Geospatial Business Intelligence   16
4. Spatialytics.org


       Spatialytics.org Open Source Geo-BI projects,
                           are :
   Origins of those projects :




 - Faculté de foresterie, de géographie et de géomatique
   - Département des sciences géomatiques
     - GeoSOA Research Team
       - Dr. Thierry Badard




06/10/2009                            Geospatial Business Intelligence   17
4. Spatialytics.org
   • GeoKettle : Data & GeoData Integration
   • GeoMondrian : Saptial OLAP Server (SOLAP)
   • Enriched MDX with Spatial capabilities
   • SOLAPLayer : Map Component for Map-Centric or
     “Map-Enabled” (Reporting, Dashboards) applications

        DATA
      SOURCES                                             MDX
                       ET                                       End‐User Applications
                       L
                                   Data
      BDM     flat
             files               Warehouse       (SOLA
       S                                                                        Thematic
                                                   P)                           Mapping
        sensor
          s




06/10/2009                  Geospatial Business Intelligence                               18
4.1 GeoKettle


     • GeoKettle is a "spatially-enabled" version of
       Pentaho Data Integration (Kettle)
     • True and consistent integration of the spatial
       component
             – All steps provided by Kettle are able to deal with
               geospatial data types
             – Some geospatial dedicated steps have been added

06/10/2009                 Geospatial Business Intelligence     19
4.1 GeoKettle




06/10/2009    Geospatial Business Intelligence   20
4.1 GeoKettle
  • Current stable version : 3.2.0-20090609
  • Released under LGPL
  • http://www.geokettle.org
  • Provides support for:
       – Handling geometry data types (based on JTS)
       – Definition of custom transformation steps by the user
       – Topological predicates (Intersects, crosses, etc.)
       – Input / Output with some spatial DBMS
       – Native support for Oracle, PostGIS and MySQL
       – MS SQL Server 2008, Ingres and IBM DB2 can be used but it
         requires some tricks
       – GIS file Input / Output : Shapefile (GML and KML soon)
06/10/2009              Geospatial Business Intelligence         21
4.1 GeoKettle
 • Upcoming features:
       – Cartographic preview (work in progress)
       – Implementation of data matching and conflation steps in
         order to allow geometric data cleansing and comparison of
         geospatial datasets
       – Read/write support for other DBMS & GIS file formats
             • MapInfo (.tab or MIF/MID), KML, GeoJSON, GeoRSS, ESRI
               Geodatabase, ArcSDE
             • Native support for MS SQL Server 2008 and Ingres
             • WFS, Sensor Web (TML, SensorML, SOS, ...)
       – Implementation of a “Spatial analysis” step with a GUI
       – Raster support : integration in progress of the Sextante
         library
06/10/2009                    Geospatial Business Intelligence         22
4.2 GeoMondrian


  • SOLAP “allows a rapid and easy navigation
    within spatial datawarehouses and offers many
    levels of information granularity, many themes,
    many epochs and many display modes of
    information that are synchronized or not: maps,
    tables and diagrams” – adapted from Rivest et al.,
       2005

06/10/2009         Geospatial Business Intelligence      23
4.2 GeoMondrian
     • GeoMondrian is a "spatially-enabled" version of
       Pentaho Analysis Services (Mondrian)
     • GeoMondrian brings to the Mondrian OLAP
       server what PostGIS brings to the PostgreSQL
       DBMS
             – i.e. a consistent and powerful support for
               geospatial data.
     • Released under the EPL
     • http://www.geo-mondrian.org

06/10/2009                 Geospatial Business Intelligence   24
4.2 GeoMondrian
     • As far as we know, it is the first implementation of a
       true Spatial OLAP (SOLAP) Server
     • Provides a consistent integration of spatial objects
       into the OLAP data cube structure
             – Instead of fetching them from an separate spatial DBMS,
               web service or a GIS file
     • Implements a native Geometry data type
     • Provides first spatial extensions to the MDX
       language
             – Add spatial analysis capabilities to the analytical queries
     • At present, it only supports PostGIS datawarehouses

06/10/2009                    Geospatial Business Intelligence               25
4.2.1 Spatially enabled MDX
     • bring to Mondrian and MDX what SQL spatial
       extensions do for relational DBMS (i.e. Simple
       Features for SQL and implementations such as
       PostGIS).
     • Example query: filter spatial dimension members
       based on distance from a feature
             – SELECT
                {[Measures].[Population]} on columns,
                Filter(
                  {[Unite geographique].[Region economique].members},
                    ST_Distance([Unitegeographique].CurrentMember.Properties("geom"),
                    [Unite geographique].[Province].[Ontario].Properties("geom")) < 2.0
                ) on rows
               FROM [Recensements]
               WHERE [Temps].[Rencensement 2001 (2001-2003)].[2001]
06/10/2009                       Geospatial Business Intelligence                         26
4.2.1 Spatially enabled MDX
     • Many more possibilities:
             – in-line geometry constructors (from WKT)
             – member filters based on topological predicates
               (intersects, contains, within, …)
             – spatial calculated members and measures (e.g.
               aggregates of spatial features, buffers)
             – calculations based on scalar attributes derived
              from
               spatial features (area, length, distance, …)



06/10/2009                 Geospatial Business Intelligence      27
4.3 SOLAPLayers


  • SOLAPLayers is a lightweight cartographic component
    which enables navigation in geospatial (Spatial OLAP or
    SOLAP) data cubes, such as those handled by
    GeoMondrian.
  • to be integrated into existing dashboard frameworks in
    order to produce interactive geo-analytical dashboards.
  • Released under BSD (client part) and EPL (server part).
  • http://www.solaplayers.org


06/10/2009           Geospatial Business Intelligence         28
4.3 SOLAPLayers



                                                  1645243




06/10/2009     Geospatial Business Intelligence             29
4.3 SOLAPLayers
     • Is mainly based on OpenLayers and Dojo
     • Allows:
             – the connection with a Spatial OLAP server such as
               GeoMondrian,
             – the navigation in geospatial data cubes,
             – and the cartographic representation of some
               measures as static or dynamic choropleth maps.
     • Many Features in development
             – More thematic capabilities


06/10/2009                 Geospatial Business Intelligence        30
5. Summary
   DATA                                      MDX
 SOURCES      ET                                       End‐User 
              L                                       Applications
                         Data
                       Warehous     (OLAP)
                                             MDX
              ET                                       End‐User 
                          e
              L                                       Applications
   BDM
    S                    Data
                       Warehous     (OLAP)   MDX
              ET          e                            End‐User 
              L                                       Applications
     flat
                         Data                              CDF
                       Warehouse     (SOLA
    files
                                                                 Themati
                                       P)                           c
                                                                 Mapping




   sensor
     s

  OLTP
Operational
                   +                     =             Geo-BI (full SOLAP)

                   +                     =
06/10/2009         Geospatial Business Intelligence                        31
Not just free…
06/10/2009   Geospatial Business Intelligence     32
What else…
06/10/2009   Geospatial Business Intelligence            33
Monetize…
06/10/2009   Geospatial Business Intelligence           34
On the field…
06/10/2009   Geospatial Business Intelligence        35
…and in the Cloud
06/10/2009   Geospatial Business Intelligence   36
Events…




06/10/2009   Geospatial Business Intelligence   37
QUESTIONS ?

                            Thank you !
  Luc Vaillancourt, Spatialytics CEO       lvaillancourt@spatialytics.com   @l_vaillancourt
  Dr. Thierry Badard
  - Spatialytics CTO                         tbadard@spatialytics.com         @tbadard
  - Professor at Laval University           thierry.badard@scg.ulaval.ca

                                       Coming soon!

                                         WWW

                                  Spatialytics.COM                           @spatialytics
                                  Spatialytics.ORG

06/10/2009                   Geospatial Business Intelligence                                38

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GeoKettle, GeoMondrian et Spatialytics : une suite open source de GeoBI

  • 1. Benefits of Open Source Geospatial Business Intelligence (Geo-BI) By Luc Vaillancourt, Spatialytics CEO for Dr. Thierry Badard (Spatialytics CTO and Professor at Laval University) 06/10/2009 Geospatial Business Intelligence 1
  • 2. Plan 1. Spatialytics – Dr. Thierry Badard 2. Business Intelligence – BI Offering 3. Open Source – Open Source BI Players • Pentaho Offering 4. Spatialytics.org Offering – GeoKettle – GeoMondrian – SOLAPLayers 5. Summary 06/10/2009 Geospatial Business Intelligence 2
  • 3. 1. About Spatialytics • A new company • Based in Quebec City • Inspired by the work of Dr. Thierry Badard – Inspired by the Pentaho Open Source BI suite.. • Solutions in Geo-BI • CTO : Dr. Thierry Badard • CEO : Luc Vaillancourt – Co-founded KOREM in 1993, founded BALIZ in 2007 06/10/2009 Geospatial Business Intelligence 3
  • 4. 1.1 About Dr. Thierry Badard • Co-founder & CTO of Spatiaylits Solutons Inc. • professor in Geomatics at Laval University, Quebec City, since 2005 – Leads the GeoSOA Research team • industrial researcher at IGN of France between 1996 and 2004 • well involved in the OSGeo – Voting member – Co-fonder of the “francophone” chapter (OSGeo-fr) – Co-fonder of the “Québec” chapter (OSGeo-qc) – Member of the FOSS4G organizing committee 06/10/2009 Geospatial Business Intelligence 4
  • 5. 2. Business Intelligence 06/10/2009 Geospatial Business Intelligence 5
  • 6. 2. Business Intelligence BI Market Grows 22% In Tough Economy http://www.informationweek.com/news/business_intelligence/analytics/showArticle.jhtml?articleID=217800991 • 22% growth in 2008 (13% in 2007) • $8.8 billion in 2008 – BI platforms, analytic applications, performance management software • 75% to the top6 : – SAP/Business Objects, SAS Institute, Oracle, IBM/Cognos, Microsoft and MicroStrategy • Users : "increase transparency" to identify costs and better align strategy with execution 06/10/2009 Geospatial Business Intelligence 6
  • 7. 2.1 BI Offering • Data Integration (ETL : from OLTP to OLAP) • Data Warehouse (any RBDMS) • OLAP Server (OnLine Analytical Processing) • End-User Applications (via MDX) : – Analysis - Data Mining – Dashboards - Reporting DATA BI TECHNOLOGY ARCHITECTURE SOURCE S MDX ET End‐User Applications BDM flat L S files Data Warehous (OLAP) sensor e s 06/10/2009 Geospatial Business Intelligence 7
  • 8. 3. Open Source 06/10/2009 Geospatial Business Intelligence 8
  • 9. 3. Open Source Open Source Software Market Accelerated by Economy and Increased Acceptance From Enterprise Buyers http://www.businesswire.com/portal/site/home/permalink/?ndmViewId=news_view&newsId=20090729005107&newsLang=en • An IDC study on Open Source : – worldwide revenue from OSS will grow at a 22.4% compound annual growth rate (CAGR) to reach $8.1 billion by 2013 – OSS has had a much higher level of acceptance over the past 12 months than previously expected – the economy accelerated the uptake and use of OSS in the closing months of 2008 Worldwide Open Source Software 2009–2013 Forecast (IDC #219260) 06/10/2009 Geospatial Business Intelligence 9
  • 10. 3.1 Open Source BI • Players : – Pentaho – SpagoBI – Talend (ETL) – JasperSoft 06/10/2009 Geospatial Business Intelligence 10
  • 11. 3.1.1 Pentaho • Pentaho Corporation is the commercial open source alternative for Business Intelligence (BI) • Pentaho's products have been downloaded more than three million times • Pentaho is the only commercial open source BI suite provider who leads and sponsors all of its core open source BI projects. 06/10/2009 Geospatial Business Intelligence 11
  • 12. 3.1.1 Pentaho • highly experienced industry leaders with a strong record of creating successful BI products for top-tier commercial vendors, including: Business Objects, Cognos, Hyperion, IBM, Oracle, SAS ... • « to achieve positive, disruptive change in the BI space by building a On-Demand Business Intelligence and making !it Cloud  class-leading BI platform 05/10/2009 available to everyone by shift of business intelligence to an on- releasing it into Open LucidEra was founded in 2005 by veterans of the business intelligence industry. Computing Our founders recognized early the Source » demand model. http://www.pentaho.com/news/releases/20091005_pentaho_announces_strategic_technology_acquisition.php 06/10/2009 Geospatial Business Intelligence 12
  • 13. 3.1.1 Pentaho 06/10/2009 Geospatial Business Intelligence 13
  • 14. 3.1.1 Pentaho • Kettle : ETL / Data Integration • Mondrian : OLAP Server • End-User Applications (via MDX) : – Pentaho Reporting – CDF (Community Dashboard Framework) – Weka for Data Mining DATA SOURCES MDX ET End‐User Applications L flat Data BDM files Warehous (OLAP) S e sensor s CDF 06/10/2009 Geospatial Business Intelligence 14
  • 15. Geo-BI 06/10/2009 Geospatial Business Intelligence 15
  • 16. 4. Spatialytics.org Spatialytics leads and sponsors all of its core Open Source Geo-BI projects, available at 06/10/2009 Geospatial Business Intelligence 16
  • 17. 4. Spatialytics.org Spatialytics.org Open Source Geo-BI projects, are : Origins of those projects : - Faculté de foresterie, de géographie et de géomatique - Département des sciences géomatiques - GeoSOA Research Team - Dr. Thierry Badard 06/10/2009 Geospatial Business Intelligence 17
  • 18. 4. Spatialytics.org • GeoKettle : Data & GeoData Integration • GeoMondrian : Saptial OLAP Server (SOLAP) • Enriched MDX with Spatial capabilities • SOLAPLayer : Map Component for Map-Centric or “Map-Enabled” (Reporting, Dashboards) applications DATA SOURCES MDX ET End‐User Applications L Data BDM flat files Warehouse (SOLA S Thematic P) Mapping sensor s 06/10/2009 Geospatial Business Intelligence 18
  • 19. 4.1 GeoKettle • GeoKettle is a "spatially-enabled" version of Pentaho Data Integration (Kettle) • True and consistent integration of the spatial component – All steps provided by Kettle are able to deal with geospatial data types – Some geospatial dedicated steps have been added 06/10/2009 Geospatial Business Intelligence 19
  • 20. 4.1 GeoKettle 06/10/2009 Geospatial Business Intelligence 20
  • 21. 4.1 GeoKettle • Current stable version : 3.2.0-20090609 • Released under LGPL • http://www.geokettle.org • Provides support for: – Handling geometry data types (based on JTS) – Definition of custom transformation steps by the user – Topological predicates (Intersects, crosses, etc.) – Input / Output with some spatial DBMS – Native support for Oracle, PostGIS and MySQL – MS SQL Server 2008, Ingres and IBM DB2 can be used but it requires some tricks – GIS file Input / Output : Shapefile (GML and KML soon) 06/10/2009 Geospatial Business Intelligence 21
  • 22. 4.1 GeoKettle • Upcoming features: – Cartographic preview (work in progress) – Implementation of data matching and conflation steps in order to allow geometric data cleansing and comparison of geospatial datasets – Read/write support for other DBMS & GIS file formats • MapInfo (.tab or MIF/MID), KML, GeoJSON, GeoRSS, ESRI Geodatabase, ArcSDE • Native support for MS SQL Server 2008 and Ingres • WFS, Sensor Web (TML, SensorML, SOS, ...) – Implementation of a “Spatial analysis” step with a GUI – Raster support : integration in progress of the Sextante library 06/10/2009 Geospatial Business Intelligence 22
  • 23. 4.2 GeoMondrian • SOLAP “allows a rapid and easy navigation within spatial datawarehouses and offers many levels of information granularity, many themes, many epochs and many display modes of information that are synchronized or not: maps, tables and diagrams” – adapted from Rivest et al., 2005 06/10/2009 Geospatial Business Intelligence 23
  • 24. 4.2 GeoMondrian • GeoMondrian is a "spatially-enabled" version of Pentaho Analysis Services (Mondrian) • GeoMondrian brings to the Mondrian OLAP server what PostGIS brings to the PostgreSQL DBMS – i.e. a consistent and powerful support for geospatial data. • Released under the EPL • http://www.geo-mondrian.org 06/10/2009 Geospatial Business Intelligence 24
  • 25. 4.2 GeoMondrian • As far as we know, it is the first implementation of a true Spatial OLAP (SOLAP) Server • Provides a consistent integration of spatial objects into the OLAP data cube structure – Instead of fetching them from an separate spatial DBMS, web service or a GIS file • Implements a native Geometry data type • Provides first spatial extensions to the MDX language – Add spatial analysis capabilities to the analytical queries • At present, it only supports PostGIS datawarehouses 06/10/2009 Geospatial Business Intelligence 25
  • 26. 4.2.1 Spatially enabled MDX • bring to Mondrian and MDX what SQL spatial extensions do for relational DBMS (i.e. Simple Features for SQL and implementations such as PostGIS). • Example query: filter spatial dimension members based on distance from a feature – SELECT {[Measures].[Population]} on columns, Filter( {[Unite geographique].[Region economique].members}, ST_Distance([Unitegeographique].CurrentMember.Properties("geom"), [Unite geographique].[Province].[Ontario].Properties("geom")) < 2.0 ) on rows FROM [Recensements] WHERE [Temps].[Rencensement 2001 (2001-2003)].[2001] 06/10/2009 Geospatial Business Intelligence 26
  • 27. 4.2.1 Spatially enabled MDX • Many more possibilities: – in-line geometry constructors (from WKT) – member filters based on topological predicates (intersects, contains, within, …) – spatial calculated members and measures (e.g. aggregates of spatial features, buffers) – calculations based on scalar attributes derived from spatial features (area, length, distance, …) 06/10/2009 Geospatial Business Intelligence 27
  • 28. 4.3 SOLAPLayers • SOLAPLayers is a lightweight cartographic component which enables navigation in geospatial (Spatial OLAP or SOLAP) data cubes, such as those handled by GeoMondrian. • to be integrated into existing dashboard frameworks in order to produce interactive geo-analytical dashboards. • Released under BSD (client part) and EPL (server part). • http://www.solaplayers.org 06/10/2009 Geospatial Business Intelligence 28
  • 29. 4.3 SOLAPLayers 1645243 06/10/2009 Geospatial Business Intelligence 29
  • 30. 4.3 SOLAPLayers • Is mainly based on OpenLayers and Dojo • Allows: – the connection with a Spatial OLAP server such as GeoMondrian, – the navigation in geospatial data cubes, – and the cartographic representation of some measures as static or dynamic choropleth maps. • Many Features in development – More thematic capabilities 06/10/2009 Geospatial Business Intelligence 30
  • 31. 5. Summary DATA MDX SOURCES ET End‐User  L Applications Data Warehous (OLAP) MDX ET End‐User  e L Applications BDM S Data Warehous (OLAP) MDX ET e End‐User  L Applications flat Data CDF Warehouse (SOLA files Themati P) c Mapping sensor s OLTP Operational + = Geo-BI (full SOLAP) + = 06/10/2009 Geospatial Business Intelligence 31
  • 32. Not just free… 06/10/2009 Geospatial Business Intelligence 32
  • 33. What else… 06/10/2009 Geospatial Business Intelligence 33
  • 34. Monetize… 06/10/2009 Geospatial Business Intelligence 34
  • 35. On the field… 06/10/2009 Geospatial Business Intelligence 35
  • 36. …and in the Cloud 06/10/2009 Geospatial Business Intelligence 36
  • 37. Events… 06/10/2009 Geospatial Business Intelligence 37
  • 38. QUESTIONS ? Thank you ! Luc Vaillancourt, Spatialytics CEO lvaillancourt@spatialytics.com @l_vaillancourt Dr. Thierry Badard - Spatialytics CTO tbadard@spatialytics.com @tbadard - Professor at Laval University thierry.badard@scg.ulaval.ca Coming soon! WWW Spatialytics.COM @spatialytics Spatialytics.ORG 06/10/2009 Geospatial Business Intelligence 38