Democratizing Analytics and Data Science for Continuous Intelligence

Bipin Singh
Sr. Director, Product Marketing
TIBCO Software
Democratizing Analytics and Data
Science for Continuous Intelligence

The following information is confidential information of TIBCO Software
Inc. Use, duplication, transmission, or republication for any purpose
without the prior written consent of TIBCO is expressly prohibited.
CONFIDENTIALITY

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 this document, or any information in it, 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.
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. These
statements are based on management’s current expectations. 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 does not undertake to
update any forward-looking statement that may be made from time to time or on its behalf.
DISCLAIMER

© Copyright 2000-2019 TIBCO Software Inc.
TIBCO helps you establish and
maintain digital sovereignty by
fueling algorithmic intelligence
and agility.
4

Data Science
Data
Preparation
On-Prem
Analytics &
BI
Master Data
Management
Data
Virtualization
LEADER LEADER
LEADERLEADER
LEADER
AUGMENT
INTELLIGENCE
UNIFY
DATA
Cloud
Analytics &
BI
LEADER
TIBCO: Leader in Data & Analytics (7 Areas)
(Gartner Magic Quadrant / Forrester Wave)
Streaming
Analytics
LEADER
© Copyright 2000-2019 TIBCO Software Inc.5

Inform every decision
Ensure optimal outcomes
Guide every interaction
Drive every process
Digital
Business
Analytics
+
Data
Science
Data
Continuous
Intelligence

7
Continuous Intelligence
© Copyright 2000-2019 TIBCO Software Inc.
By 2022, more than half of major new business systems will
incorporate continuous intelligence that uses real-time context data
to improve decisions.
- Gartner
“
Continuous intelligence is a design pattern in which real-time analytics are integrated into business operations,
processing current and historical data to prescribe actions in response to business moments and other events.
7

8
Check transaction for fraud
Supply Chain Visibility
Next Best Offer
Just-in-time inventory replacement in business
moments
Stop fraudulent transactions before they take
place
Target offers and actions to meet the individual
needs of each consumer in the moment
Predictive Maintenance
Continuous sensor-based monitoring of leading
indicators of problems
IoT Analytics
IT/OT integration for connected factory and
industry 4.0 use cases
Fleet Management
Maximizing value from high-cost fleet assets
by optimizing utilization and maintenance
Continuous Intelligence: Business Use Cases

9
Analytics & Data Science
Always On
Situational Awareness
CONTINUOUS INTELLIGENCE
Democratize
Continuous Intelligence: Essential Elements

10
Continuous Intelligence: 4 Ways to Democratize
SEARCH-DRIVEN ANALYTICS
Natural-language interfaces to speed up finding and delivering insights
#1
AI-POWERED INSIGHTS
Machine learning to speed up data preparation, insight discovery, analysis, and delivery of insights
#2
EMBEDDED DATA SCIENCE
Using data science with the user simplicity of analytics dashboards for high value use cases
#3
STREAMING ANALYTICS & DATA SCIENCE
Applying analytics and data science on streaming data to act in critical business moments
#4

11
Every human should benefit from
data-driven decision making
irrespective of their proficiency with
analytics tools
NATURAL LANGUAGE SEARCH
• Ease of use for casual users
• Faster way to accomplish
tasks for power users
#1

12
Every human should benefit from
data-driven decision making
irrespective of their proficiency with
analytics tools
AI-POWERED INSIGHTS
• Find non-obvious data
relationships and insights
faster
• Deeper insights using
advanced analytics
AI-POWERED INSIGHTS
#2
12

DEMO 1
Smarter AI-powered Analytics
in Spotfire

14
Analysts should be able to benefit
from data science without being
expert data scientists.
Data Scientists should be able to
package up IP and make it
available for business users and
analysts to benefit from.
#3
Run R, Python, other DS/ML
models from within dashboards

DEMO 2
Embedding Data Science in
Analytics Dashboard Applications

16
No-body should fly blind by not-
knowing what is happening right
now in a digital business.
Analysts and business users should
be able to apply advances in data
science to operationally intensive
use cases.
#4
STREAMING ANALYTICS
Apply data science and analytics
to real-time streaming data to
make real-time and automated
decisions.

DEMO 3
Streaming Data Science in
Analytics Dashboard
Applications

18
#1
AI-POWERED INSIGHTS
#2
#3
#4

CONTINUOUS
INTELLIGENCE
TIBCO
CUSTOMER STORIES

20
BUSINESS CHALLENGES
• Acceleration technology development translates
into an ever increasing amount of data and
shorter times to analyze and compute
• Increased importance of strategy on the
outcomes of races
• Changes in regulations requiring an extremely
tight balance between reliability and
performance of the car
RESULTS
• Faster and more ambitious design of the W09 thanks the
improved analysis of the test results
• Improved reliability and performance coming from the
identification of the optimum parameters for components
such as the gearbox
• More aggressive race strategy enabled by the deeper
understanding of the simulation and the access to any data
SOLUTION
• System of insights architecture based on
TIBCO Analytics to access and analyze
data at rest and in motion, discover,
insights leverage data science for
improved awareness and decisions
20
750,000 km of tests
Were done digitally by the car
before it was even assembled

F1 Dominance of Mercedes Team …
… powered by TIBCO Spotfire + Data Science + Streaming
TIBCO Spotfire + Data Science + Streaming
is behind the recent
Mercedes F1 Wins
2017
Driver’s championship
Constructor’s championship
2018
Driver’s championship
Constructor’s championship
2019
Won 10 out of 12 races so far in the season
✓ ✓ ✓ ✓
✓ ✓
✓ ✓ ✓ ✓
21

22
CASE STUDY
Mercedes-AMG Petronas Motorsport: Setting Up
for Success by Expecting the Unexpected
"We need to make sure that we get the perfect combination of each
one of these different identities, and that's really what we leverage
TIBCO for, and where we really see the performance benefits."
Michael Sansoni, Senior Performance and Simulation Engineer
Millions
of possible setup
combinations
BUSINESS CHALLENGES
• Needed to sift through millions of possible setup
combinations to find the fastest one for that track,
that day, that car, that driver
• Required a sophisticated visual analytics and data
science analytics tool set that would monitor the
ever-changing conditions
• Desired a solution that would make data widely
accessible and easily shareable across the
organization
RESULTS
• Received data faster, leveraging the expertise of all
extended teams to find the fastest possible setup
combination
• Enabled a “fail fast, fail often” digital transformation
culture that translates to other businesses
• Offered a consistent view of data to further collaboration
among the team in order to expect the unexpected
SOLUTION
• Turned to TIBCO Spotfire® and TIBCO
Data Science™ software
• Used to analyze previous races and
previous circuits using predictive
algorithms, and dissect simulations to
extract the optimum car setup and
discover performance trends

23© Copyright 2000-2019 TIBCO Software Inc.
Digital twins in F1™ racing throw down big gains for
Mercedes-AMG Petronas Motorsport
“We develop the simulator in a way to help us understand strategy
and setup, giving our whole team a competitive edge over the
competition.”
Ivo Marlais, Lead Simulation Engineer, Vehicle Dynamic Group
Billionsof combinations analyzed
BUSINESS CHALLENGES
• Required a solution to allow them to test
configurations and setup that mimic real-world track
conditions
• Needed help to make sense of the vast amounts of
simulator data produced from the billions of
combinations and thousands of channels
RESULTS
• Helped address biggest data challenges, resulting in
process optimization, insights into predictive and
condition-based maintenance, and optimal business
action on event streams
• Took vast amounts of data, visualized it, and ran
machine learning algorithms to derive insights and
patterns that enable collaboration
• Enabled faster and better decision-making and a
competitive advantage
SOLUTION
• Created a digital twin simulator that mimicked real-
world track conditions to test possible setup
combinations and configurations
• TIBCO Spotfire® and TIBCO® Data Science
constantly monitored new data available for
analysis, streamlined processes, and improved car
performance

24© Copyright 2000-2019 TIBCO Software Inc.
Mercedes-AMG Petronas Motorsport creates the optimal
Formula One car with innovation and collaboration
“All the teams have good people, all working really hard. But, it’s
about how you get those people to work together, how you get
those people to collaborate on data, collaborate on the processes
that get you that last bit of performance.”
Mike Elliot, Technology Director
300
km/htop speed of the team’s wind tunnel
BUSINESS CHALLENGES
• In light of new FIA regulations for 2019, needed
solution to help make the most of time testing
aerodynamic components
• Required a way to isolate relevant data, due to
large influx of data from dyno and wind tunnel
testing
RESULTS
• Able to see where car design needs altered to
optimize performance, better utilizing time in the
wind tunnel
• Testing method applicable to other industries as
businesses can closely analyze operational
efficiency, finding opportunities for improvement.
SOLUTION
• Ability to pull insights from testing data and utilize
knowledge to collaborate across departments,
optimizing performance, and ultimately, winning
championships
• TIBCO® Spotfire® and TIBCO® Streaming
enabled Mercedes-AMG Petronas Motorsport to sift
through large data volumes, spotting trends and
making decisions in a better, more robust way

25
Hemlock Semiconductor manufactures success with
end-to-end analytics visibility
“With Spotfire, we’ve been able to pull two years’ of data and see
trends and demographics in our testing data, and that’s allowed us
to ask a lot of questions about that process. From those questions,
we’ve been able to put together an impressive cost savings portfolio
of opportunities that we could go after to improve the business.”
Kevin Britton, Program Manager
BUSINESS CHALLENGES
• Legacy systems not keeping pace with current
needs of analytics tools, slowing decision making
and creating a “Rear view mirror” approach to
operations analysis
• Bottlenecks and higher costs from lack of visibility
into overall manufacturing process
• Heavy reliance on IT for data/reports - generated in
batch daily/weekly
• High variability in process/production outcomes
RESULTS
• Revenue gains, $1M million of cost savings on
quality dashboards, and 400hr/year manpower
reduction in manual data wrangling on customer
dashboards
• Improved annual performance attainment with
transition from zero-visibility to proactive decision
making to address issues
• Better decisions with closed loop and continuous
learning: easy identification of predictive variables,
model development, and real-time updates
SOLUTION
• TIBCO Spotfire is the enterprise analytics platform
to centralize, unify & govern visual reports, reduce
reliance on IT/data team, and enable more self-
service
• TIBCO Streaming and Live Datamart provide real-
time monitoring and data-driven proactive decision
making into all aspects of production, process, and
cost
• TIBCO Data Science is the backbone to support a
predictive approach to, manage operations – e.g.
maintenance, production costs, quality
management
$1Mcost savings
1,000xRecords Processing Reduced

26
Hunt Oil stays ahead of the curve with smart IoT
drilling
“We are combining sets of data in ways we were never able to do in
the past, leveraging data from our reporting and engineering
databases. With TIBCO, we take data from the server and turn it
into an asset that is going to make a difference.”
Brian Alleman, Senior Data Engineer
18-24hours to spot new data patterns
BUSINESS CHALLENGES
• Suffered from out-of-date insights; inflexible,
vendor-supplied applications; and lack of agility
• Needed a faster solution for extracting information
from applications to gain applicable insights
RESULTS
• Analyzed downhole, bit assembly, hydraulic, and
pump data with Spotfire Data Streams software
to “query the future” for conditions that could
lead to failure
• Enabled the engineering team to go from idea to
testing in six weeks with its smart IoT drilling
system
• Developed confident models with a quicker
response to problems
SOLUTION
• Turned to the TIBCO Drilling Accelerator for its
Smart IoT Drilling System
• Incorporated TIBCO Spotfire® X software, TIBCO
Spotfire® Data Streams software, TIBCO® Streaming
software, and TIBCO® Messaging software solutions
to provide a single, real-time view of analyses

Democratizing Analytics and Data Science for Continuous Intelligence

Recommended

Recommended

More Related Content

What's hot

What's hot (20)

Similar to Democratizing Analytics and Data Science for Continuous Intelligence

Similar to Democratizing Analytics and Data Science for Continuous Intelligence (20)

Recently uploaded

Recently uploaded (20)

Democratizing Analytics and Data Science for Continuous Intelligence