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[email protected] AI, Big Data and Analytics February 18 th 2020 Manuel Novais Gonçalves
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Page 1: AI, Big Data and Analytics...Enterprise grade: built to scale Natural language exploration and recommendations Database Alerts Streaming Data REST Cloud Data Spark BI Acceleration

[email protected]

AI, Big Data and Analytics

February 18th 2020

Manuel Novais Gonçalves

Page 2: AI, Big Data and Analytics...Enterprise grade: built to scale Natural language exploration and recommendations Database Alerts Streaming Data REST Cloud Data Spark BI Acceleration
Page 3: AI, Big Data and Analytics...Enterprise grade: built to scale Natural language exploration and recommendations Database Alerts Streaming Data REST Cloud Data Spark BI Acceleration

Can your AI adjust in real-time?

Page 4: AI, Big Data and Analytics...Enterprise grade: built to scale Natural language exploration and recommendations Database Alerts Streaming Data REST Cloud Data Spark BI Acceleration

© Copyright 2000-2019 TIBCO Software Inc.

Can your analysts see what’s in the

stream?

Page 5: AI, Big Data and Analytics...Enterprise grade: built to scale Natural language exploration and recommendations Database Alerts Streaming Data REST Cloud Data Spark BI Acceleration

© Copyright 2000-2019 TIBCO Software Inc.

Are you exploring data, or insights?

AI at your fingertips

Page 6: AI, Big Data and Analytics...Enterprise grade: built to scale Natural language exploration and recommendations Database Alerts Streaming Data REST Cloud Data Spark BI Acceleration

Are you exploring data, or insights?

AI at your fingertips, from Spotfire

IMMERSIVE EXPLORATION

IMMERSIVE EXPLORATION

Discover what lies deep inside your data

Page 7: AI, Big Data and Analytics...Enterprise grade: built to scale Natural language exploration and recommendations Database Alerts Streaming Data REST Cloud Data Spark BI Acceleration

© Copyright 2000-2019 TIBCO Software Inc.

BI for your automated future

Page 8: AI, Big Data and Analytics...Enterprise grade: built to scale Natural language exploration and recommendations Database Alerts Streaming Data REST Cloud Data Spark BI Acceleration

Digital Business survival demands continuous Awareness

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9

Historical Data

Data Science

Traditional Data Science

Looking-into-the-past to make predictions about the future assumes conditions will remain stable/

Traditional Data Science Assumes the World is Stable

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Streaming Data Science Continuously Learns

Historical Data

Data Science

Traditional Data Science

Looking-into-the-past to make predictions about the future assumes conditions will remain stable/

Next Best

Offer

Dynamic

PricingAlerts

Streaming Data

Science

Streaming Data

Streaming Data Science

Apply machine learning for

applications where the world is

not stable or predictable

Page 11: AI, Big Data and Analytics...Enterprise grade: built to scale Natural language exploration and recommendations Database Alerts Streaming Data REST Cloud Data Spark BI Acceleration

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AA Ireland: predictable success in insurance

REAL-TIMEdata flows in and out to data science models

UNDERSTANDtotal risk in the market, now

ACT based on live conditions and models

“You don’t sit in an IT queue for a year and a half. You build a model yourself and generate a lot of revenue for the company. It’s that power. You can build it, and you have the computational power to do things like fraud identification and embedded customer value, and update those models in live environments.”

—Colm Carey, Chief Analytics Officer, AA Ireland

“[Real-time predictability lets us] rather than just predicting, it’s ‘If I increase or decrease discounts, what’s the uplift in volume and profitability?’ You can understand the total opportunities and risks in the market and make informed decisions.

Dynamic

PricingRisk

Streaming Data

Science

Streaming Data

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KBTG Bank: lifestyle banking with data virtualization

WEEKS OR HOURSVersus 6 months for data services

15 Power APIs with data sources represented in the data virtualization layer.

10MTransactions per day

“We’re approaching an “ETL-Free” culture. Now, we virtualize and cache data instead of over-ETL-ing it, which creates more silos. We’ve cut the time it takes to deploy an API from months to days.”

- CDO, major bank

Packaged Apps

RDBMS Data Warehouse

XML DocsExcel & Flat Files

Big Data

Web Services

IoT DataCloud Data

Data Lakes

Master & Reference Data

Single global view of

risk

Virtual Data Views

Virtual ViewVirtual View

API API API API

TIBCO Data Virtualization

Page 13: AI, Big Data and Analytics...Enterprise grade: built to scale Natural language exploration and recommendations Database Alerts Streaming Data REST Cloud Data Spark BI Acceleration

© Copyright 2000-2019 TIBCO Software Inc.

Immersive. Smart. Real-Time.

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14

TIBCO Spotfire Capabilities

Immersive

ExplorationStreaming BI Interactive AI

➔ The pioneering immersive

exploration experience in

the BI market (200+ plugins)

➔ Data science at your

fingertips with native Python

R and Interactive AI

recommendations

➔ First and only BI vendor to

support native streaming BI

(90+), push-based

architecture, alerting

➔ Cloud native and on premise

➔ Enterprise grade: built to

scale

➔ Natural language

exploration and

recommendations

AlertsDatabaseStreaming

Data RESTCloud

Data

Spark BI

AccelerationData

Virtualization

Dashboards Export

Immersive. Smart. Real-Time.

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15

TIBCO Accelerators – What are they?

➔ Disruptive business applications need

apps that connect all your systems,

unify all your data and predict and

take action in real-time.

➔ Accelerators are pre-built templates

for disruptive digital business use

cases, shown at right.

➔ Each Accelerator has 3-5 TIBCO

product capabilities arranged to

implement the best-practice

reference architecture.

➔ Each Accelerator comes with a

data set, algorithms, a Spotfire

analytics application, a demo and

documentation.

Adaptive Smart City: What factors

impact public safety now and what

should we do?

Real-Time Pricing: What price

should I offer this customer based

on real-time inputs?

High Tech Manufacturing: Are

changes to equipment configuration,

material or suppliers impacting yield?

Next Best Action: Are factors like

customer sentiment or fashion

changing offer uptake? Which ones?

Real-Time Public Transportation:

Are changes, like in the weather,

impacting schedules?

Dynamic Risk Management: Which

factors are impacting risk in the last

24 hours?

Adaptive Anomaly Detection for

Cyber Security: Which new factors

impact fraud?

Algorithmic Trading: Are the

factors impacting volatility changing?

Continuous Supply Chain: Did my

prediction of arrival time change

based on today’s conditions or

tomorrow’s forecast?

Continuous Military Intelligence: Is

there a new dominant factor in this

signal?

Available in the TIBCO

Community Accelerator area

Page 16: AI, Big Data and Analytics...Enterprise grade: built to scale Natural language exploration and recommendations Database Alerts Streaming Data REST Cloud Data Spark BI Acceleration

© Copyright 2000-2019 TIBCO Software Inc.

GETTING STARTED

Page 18: AI, Big Data and Analytics...Enterprise grade: built to scale Natural language exploration and recommendations Database Alerts Streaming Data REST Cloud Data Spark BI Acceleration

18© Copyright 2000-2019 TIBCO Software Inc.

Getting started: Advanced Analytics Templates

TIBCO Community helps get started quickly with Machine Learning and Advanced Analytics Templates

Page 19: AI, Big Data and Analytics...Enterprise grade: built to scale Natural language exploration and recommendations Database Alerts Streaming Data REST Cloud Data Spark BI Acceleration

Thank youQuestions?

19 © Copyright 2000-2020 TIBCO Software Inc.


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