TIBCO provides an analytics platform that delivers business value across the analytics spectrum from descriptive to predictive to prescriptive analytics. The platform includes Spotfire for visual analytics, predictive analytics using R scripting, and real-time event processing capabilities. It can consume and analyze various data sources including big data. The platform enables different types of users from data scientists to analysts to business users.

1. Nicola Sandoli
Analytics Sales south EMEA
nsandoli@tibco.com
Analytics, Big Data, Real Time Event Processing

2. People &
Processes
Data &
Systems
APIs
Reporting &
Dashboards
Data
Visualizations
Streaming
Analytics

3. © Copyright 2000-2016 TIBCO Software Inc.
Integration
APIs
Analytics
Streams
&
Events
CORE
EDGE
Partners
Cloud
Big Data

4. Spotfire Introduction
Analytics

5. Batch Analysis Real Time Analysis
TIBCO is the only analytics platform that provides business
value across this Analytics Spectrum
DESCRIPTIVE
ANALYTICS
Data Discovery Dashboards Prediction Optimization
Analytics Maturity
PREDICTIVE
ANALYTICS
Analytics Spectrum – Insight to Action
PRESCRIPTIVE
ANALYTICS
Alert Automation

6. © Copyright 2000-2015 TIBCO Software Inc.
Visual Analytics

7. Predictive Analytics
Enable all types of users
Data Scientist
• Create Models with R scripting using embedded TERR
• Create Advanced Analytic scripts (in R, SAS, MATLAB, etc.) to share
in applications, making their work more widely accessible
Analyst/Application Author
• Apply Advanced Analytics with Spotfire tools
• Leverage Advanced Analytics scripts (in R, SAS, MATLAB, etc.) to
enhance their analysis with deeper insights
• Build applications for wider audience: encapsulate best practices for
visual advanced analysis
Business User
• Use relevant, targeted dashboard with embedded advanced
analytics
• Apply their business knowledge, armed with the power of advanced
analytics
Predictive Analytics - Enable all types of users

8. • Fast creation of location-aware analytic applications
• Use multi-layered analysis to understand geographic
correlations in data and expand understanding
• TIBCO owns the complete rendering engine for maps in
Spotfire, we can fully interact with this from our statistical
engine, TERR
• All rendering is controlled by the user, and is dynamically
controlled with parameters from the Spotfire client
Geo Analytics - Enable all types of users
© Copyright 2000-2016 TIBCO Software Inc.

9. Spotfire Architecture

10. Spotfire Platform Overview
Spotfire Consumer &
Business Author
Spotfire
Analyst
Statistics
Services
Spotfire
iPad/iPhone
Spotfire
Desktop
Spotfire Server
Web Server
Automation
Services
MD
DB
LDAP
• User 1
• User 2
• User 3
ClientsServerData
Cube
Geo
Services
Event
Analytics
Maps Data
Streams
Managers, Consumers,
Executives
Analysts,
Configurators
Citizen Analysts,
Occasional Users
© Copyright 2000-2016 TIBCO Software Inc.

11. © Copyright 2000-2016 TIBCO Software Inc.
How does Spotfire Consume Data?
DATA
SOURCES
XML
RDBMS
Flat
Files
Cubes
Spread-
sheets
Hadoop &
Big Data
stores
Analytical
DWs e.g.
Exadata
Event Data
Streams
Active
Spaces
In-Memory
Load data from
source in to memory
In-Database
Leave data in DB
Dynamically load and
discard data to
visualize
On-Demand
Dynamically swap data
in and out of memory

12. Spotfire and TERR
Analytics for Big Data

13. Spotfire Big Data Interoperability
1. MapReduce, Spark and H2O support distributed computing in Hadoop. Fuzzy Logix supports Teradata, Aster and Netezza
2. TERR can be deployed as the advanced analytics engine in Hadoop nodes driven by MapReduce or Spark. TERR can also be
called on Teradata nodes.
© Copyright 2000-2016 TIBCO Software Inc.

14. © Copyright 2000-2016 TIBCO Software Inc.
Spotfire-TERR Data Flows
• Build models on data using local
TERR engine embedded in
Spotfire
• Build models on big data directly in TERR on
server and display results in Spotfire
• Run TERR as parallel sessions on Hadoop
cluster, controlled and visualized in Spotfire
Data Source TERR
TSSS
Spotfire
Results
ODBC
JDBC
SDC
File
Data
Function
Larger Data
Modeling
Spotfire
Local
TERR
ODBC
JDBC
SDC
File
Data
Data Source
Both Spotfire and TERR can load data from any ODBC or JDBC compliant source or from Spotfire Data
Connections (SDC) or Spotfire Information Links stored in the Spotfire library.

15. Spotfire + Streambase
Analytics + Real Time Event Processing

16. Insight to Action – Analytics + Real Time Event Processing
• UNDERSTAND: Normal patterns of effective manufacturing processes analyzed
• CORRELATE: Real-time factory behavior compared to the model
• ACT: Shut down equipment, schedule additional measurements
Event Processing
Correlate
Automate
Aggregate
Alert
INSIGHT ACTION
© Copyright 2000-2016 TIBCO Software Inc.

17. TIBCO StreamBase
Event Processing
Correlate
Automate
Aggregate
Alert
ACT: Shut down equipment,
schedule additional
measurements,
CORRELATE: Real-time factory
behavior compared to the model
UNDERSTAND: Normal patterns of
effective manufacturing processes
analyzed
© Copyright 2000-2016 TIBCO Software Inc.

18. TIBCO StreamBase in Event Analytics
© Copyright 2000-2016 TIBCO Software Inc.
1. Rules / models pushed from Spotfire
2. Data Streams into StreamBase
3. Spotfire RCA on trigger
Other notifications available
Live view on streaming data
Spotfire Automation Job File

19. Spotfire + Streambase
© Copyright 2000-2016 TIBCO Software Inc.
• Hospital Readmissions
• Customer Next Best Offer
• Cross-Sell management
• Up-Sell management
• Offer Design
• Customer Churn
• Fraud
• Trading Surveillance
• Industrial IoT
• Yield Optimization
• Operational Equipment Efficiency
• Manufacturing Quality
• Warranty
• Reliability
• Supply Chain Management
• Factory Operations
• IT Systems Monitoring

20. Tibco Community

21. https://community.tibco.com/wiki/tibco-spotfirer-community-wiki

22. Nicola Sandoli
Analytics Sales south EMEA
nsandoli@tibco.com
Analytics, IoT, Big Data, Streaming