This document discusses TIBCO's plans to embrace data science and make advanced analytics more accessible. It highlights TIBCO Enterprise Runtime for R (TERR), which allows embedding predictive analytics and the R programming language into TIBCO products like Spotfire for easier use by analysts, engineers and business users. TIBCO aims to help more users leverage data science through guided applications, visual tools, and integration of TERR and other analytics tools into a unified ecosystem.

1. This document (including, without limitation, any product roadmap or statement of direction data) illustrates the planned testing, release and availability dates for TIBCO products and services. It is for informational purposes only
and its contents are subject to change without notice. © Copyright 2000-2017 TIBCO Software Inc. All rights reserved. TIBCO Proprietary Information.
Embracing Data Science for
Smarter Analytic Apps
Tim Alexander, Sr. Product Marketing Manager
Lou Bajuk-Yorgan, Sr. Director, Product Management

2. This document (including, without limitation, any product roadmap or statement of direction data) illustrates the planned testing, release and availability dates for TIBCO products and services. It is for informational purposes only
and its contents are subject to change without notice. © Copyright 2000-2017 TIBCO Software Inc. All rights reserved. TIBCO Proprietary Information.
DISCLAIMER
During the course of this presentation, TIBCO or its representatives may make forward-looking statements regarding future events,
TIBCO’s future results or our future financial performance. Although we believe that the expectations reflected in the forward-looking
statements contained in this presentation are reasonable, these expectations or any of the forward-looking statements could prove to
be incorrect and actual results or financial performance could differ materially from those stated herein.
TIBCO could experience factors that could cause actual results or financial performance to differ materially from those contained in
any forward-looking statement made in connection with this presentation. TIBCO does not undertake to update any forward-looking
statements that may be made from time to time or on its behalf.
This document (including, without limitation, any product roadmap or statement of direction data) illustrates the planned testing,
release and availability dates for TIBCO products and services. This document is provided for informational purposes only and its
contents are subject to change without notice. TIBCO makes no warranties, express or implied, in or relating to this document or any
information in it, including, without limitation, that the information is error-free or meets any conditions of merchantability or fitness for a
particular purpose. This document may not be reproduced or transmitted in any form or by any means without our prior written
permission.
The material provided is for informational purposes only, and should not be relied on in making a purchasing decision. The
information is not a commitment, promise or legal obligation to deliver any material, code, or functionality. The development, release,
and timing of any features or functionality described for our products remains at our sole discretion.

3. This document (including, without limitation, any product roadmap or statement of direction data) illustrates the planned testing, release and availability dates for TIBCO products and services. It is for informational purposes only
and its contents are subject to change without notice. © Copyright 2000-2017 TIBCO Software Inc. All rights reserved. TIBCO Proprietary Information.
Multiple paths from Data to Decision and Action
Smarter Analytics
help deliver better
decisions faster

4. This document (including, without limitation, any product roadmap or statement of direction data) illustrates the planned testing, release and availability dates for TIBCO products and services. It is for informational purposes only
and its contents are subject to change without notice. © Copyright 2000-2017 TIBCO Software Inc. All rights reserved. TIBCO Proprietary Information.
Scarcity of Data Science Skills
Analytical complexity of task and capability of user
Numberofusers
General
Population
Analysts,
Engineers,
Scientists
Data Scientists

5. This document (including, without limitation, any product roadmap or statement of direction data) illustrates the planned testing, release and availability dates for TIBCO products and services. It is for informational purposes only
and its contents are subject to change without notice. © Copyright 2000-2017 TIBCO Software Inc. All rights reserved. TIBCO Proprietary Information.
All Users
Business  Analysts  Data Scientists  App Developers  Sys Admins
All Data
Historical & Real-Time  Internal & External  Structured, Unstructured & Semi-Structured
Predictive Analytics Ecosystem
Leverage existing analytic investments in
a unified framework
Create guided analytic applications
Rapid start with easy-to-use tools
Native scripting in R
TIBCO Enterprise Runtime for R®
(TERRTM)
Open Source R
MATLAB® SAS®
H2O
Apache HadoopTM, SparkML
TIBCO Spotfire S+®KNIME®
Python

6. This document (including, without limitation, any product roadmap or statement of direction data) illustrates the planned testing, release and availability dates for TIBCO products and services. It is for informational purposes only
and its contents are subject to change without notice. © Copyright 2000-2017 TIBCO Software Inc. All rights reserved. TIBCO Proprietary Information.
Data Science Reimagined TodayS
• Contextual, “one click”
calculations make powerful
methods easy to use:
descriptive stats, similarity,
clustering, correlations, fitting,
forecast
• Unique commercial engine for R
language
• Any statistic can be part of
Spotfire visual aggregations or
expression language
• Data functions allow embedding
IP in easy to use apps,
governance & sharing
• Easily share your Data Science
work, so that others can take
advantage of it

7. This document (including, without limitation, any product roadmap or statement of direction data) illustrates the planned testing, release and availability dates for TIBCO products and services. It is for informational purposes only
and its contents are subject to change without notice. © Copyright 2000-2017 TIBCO Software Inc. All rights reserved. TIBCO Proprietary Information.
TIBCO Enterprise Runtime for R (TERR)
• Unique, enterprise-grade statistics engine,
architected from the ground up by TIBCO
• Based on TIBCO’s long history and expertise with Spotfire S+®
• Better performance and memory management than open
source R
• Designed for R language compatibility
• Wide range of built-in analytic methods
• Extensible through R community packages
• Designed for commercial embeddability
• TIBCO licensed & supported product
• Not GPL, not a repackaging of the Open Source R engine
• TERR extends the reach of R in the enterprise
• Develop code in open source R
• Deploy on a commercially-supported and robust platform
• Without the delay and cost of rewriting your code
• Embed in Data Discovery, BI and real time applications
TM

8. This document (including, without limitation, any product roadmap or statement of direction data) illustrates the planned testing, release and availability dates for TIBCO products and services. It is for informational purposes only
and its contents are subject to change without notice. © Copyright 2000-2017 TIBCO Software Inc. All rights reserved. TIBCO Proprietary Information.
Embedded TERR in Spotfire®
Write R code directly in Spotfire;
TERR executes locally or on server
Manage TERR analytics locally or
in Server to reuse across
community
Deploy TERR-powered
applications to the web

9. This document (including, without limitation, any product roadmap or statement of direction data) illustrates the planned testing, release and availability dates for TIBCO products and services. It is for informational purposes only
and its contents are subject to change without notice. © Copyright 2000-2017 TIBCO Software Inc. All rights reserved. TIBCO Proprietary Information.
Power of Embedded Advanced Analytics

10. This document (including, without limitation, any product roadmap or statement of direction data) illustrates the planned testing, release and availability dates for TIBCO products and services. It is for informational purposes only
and its contents are subject to change without notice. © Copyright 2000-2017 TIBCO Software Inc. All rights reserved. TIBCO Proprietary Information.
TIBCO Spotfire® with H2O Integration
Example: Predictive Analytics for Manufacturing (“scrap parts as early as possible”)

11. This document (including, without limitation, any product roadmap or statement of direction data) illustrates the planned testing, release and availability dates for TIBCO products and services. It is for informational purposes only
and its contents are subject to change without notice. © Copyright 2000-2017 TIBCO Software Inc. All rights reserved. TIBCO Proprietary Information.
TIBCO Spotfire® with H2O Integration
Example: Predictive Analytics for Manufacturing (“scrap parts as early as possible”)

12. This document (including, without limitation, any product roadmap or statement of direction data) illustrates the planned testing, release and availability dates for TIBCO products and services. It is for informational purposes only
and its contents are subject to change without notice. © Copyright 2000-2017 TIBCO Software Inc. All rights reserved. TIBCO Proprietary Information.
Streaming Analytics
Visual | Powerful | Scaleable | Fast | Extensible

13. This document (including, without limitation, any product roadmap or statement of direction data) illustrates the planned testing, release and availability dates for TIBCO products and services. It is for informational purposes only
and its contents are subject to change without notice. © Copyright 2000-2017 TIBCO Software Inc. All rights reserved. TIBCO Proprietary Information.
TIBCO StreamBase ® Connector for R and TERR
Apply insights
discovered in
Spotfire in
Streaming Analytics

14. This document (including, without limitation, any product roadmap or statement of direction data) illustrates the planned testing, release and availability dates for TIBCO products and services. It is for informational purposes only
and its contents are subject to change without notice. © Copyright 2000-2017 TIBCO Software Inc. All rights reserved. TIBCO Proprietary Information.
Insight Action
MONITOR
PREDICT
ACT
DECIDE
MODEL
ACCESS
ANALYZE
WRANGLE
TIBCO® Insight Platform

15. This document (including, without limitation, any product roadmap or statement of direction data) illustrates the planned testing, release and availability dates for TIBCO products and services. It is for informational purposes only
and its contents are subject to change without notice. © Copyright 2000-2017 TIBCO Software Inc. All rights reserved. TIBCO Proprietary Information.
Open Source Accelerators
Intelligent Equipment
Accelerator
Accelerator for Apache
SPARK
Connected Vehicle
Accelerator
Learn Faster, Innovate Faster
FX Dealing
Accelerator
Smart Inventory
Accelerator

16. This document (including, without limitation, any product roadmap or statement of direction data) illustrates the planned testing, release and availability dates for TIBCO products and services. It is for informational purposes only
and its contents are subject to change without notice. © Copyright 2000-2017 TIBCO Software Inc. All rights reserved. TIBCO Proprietary Information.
What we’ve been up to in TERR and Data Science
4.2
TERR
Aggregations
In Spotfire
4.14.0
Javascript
Visualizations
Apache
SparkR
Compatibility
TRAN
Repository
https://community.tibco.com/wiki/whats-new-terrall details here:
CRAN
Compatibility
CRAN
Compatibility
(97% CRAN loads)
Import/Export
SAS, Microsoft
Excel®,
SPSS…
H2O
Compatibility
TERR, PMML
in
TIBCO
StreamBase
TERR
on Mac
Speed
Python
Integration

17. This document (including, without limitation, any product roadmap or statement of direction data) illustrates the planned testing, release and availability dates for TIBCO products and services. It is for informational purposes only
and its contents are subject to change without notice. © Copyright 2000-2017 TIBCO Software Inc. All rights reserved. TIBCO Proprietary Information.
6-18 mo
Big Data with
Native R code
CRAN
Compatibility
TERR, PFA
Prediction in
StreamBase
Speed
What’s next in TERR & TIBCO Data Science (not necessarily this order)
TERR in
TIBCO
Spotfire®
Cloud
TERR in
AWS
New TERR
Server,
Containerization
Proactive
Predictions in
Spotfire
RMarkdown
In
RStudio
PFA
Models
Model
Deployment
and
Governance
Big Data
Ecosystems

18. This document (including, without limitation, any product roadmap or statement of direction data) illustrates the planned testing, release and availability dates for TIBCO products and services. It is for informational purposes only
and its contents are subject to change without notice. © Copyright 2000-2017 TIBCO Software Inc. All rights reserved. TIBCO Proprietary Information.