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Paris London Frankfurt New York 12 rue d'Athènes 20 Fitzroy Square Walter-Kolb-Str. 9-11 104 West 40th Street 75009 Paris London W1T 6EJ 60594 Francfort/Main NY 10018 +33 (0)1 70 08 71 71 +44 (0)20 3051 1720 069 / 96 21 76 - 608 +1 (646) 475-8366 [email protected] [email protected] [email protected] [email protected]

Paris London Frankfurt New York ... - Big Data Paris 2020 DE SALABERR… · Enterprise Big Data Explorer 360 views Inverted Social Network Logical Data Warehouse SINEQUA ES V9 & ORM

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Page 1: Paris London Frankfurt New York ... - Big Data Paris 2020 DE SALABERR… · Enterprise Big Data Explorer 360 views Inverted Social Network Logical Data Warehouse SINEQUA ES V9 & ORM

Paris London Frankfurt New York 12 rue d'Athènes 20 Fitzroy Square Walter-Kolb-Str. 9-11 104 West 40th Street 75009 Paris London W1T 6EJ 60594 Francfort/Main NY 10018 +33 (0)1 70 08 71 71 +44 (0)20 3051 1720 069 / 96 21 76 - 608 +1 (646) 475-8366 [email protected] [email protected] [email protected] [email protected]

Page 2: Paris London Frankfurt New York ... - Big Data Paris 2020 DE SALABERR… · Enterprise Big Data Explorer 360 views Inverted Social Network Logical Data Warehouse SINEQUA ES V9 & ORM

AstraZeneca Biogen Idec Siemens Airbus Atos

Page 3: Paris London Frankfurt New York ... - Big Data Paris 2020 DE SALABERR… · Enterprise Big Data Explorer 360 views Inverted Social Network Logical Data Warehouse SINEQUA ES V9 & ORM

Finding People and Information in a Large R&D Organization

200 Million Documents produced 40% Internal - 60% External

10,000 People in R&D

Page 4: Paris London Frankfurt New York ... - Big Data Paris 2020 DE SALABERR… · Enterprise Big Data Explorer 360 views Inverted Social Network Logical Data Warehouse SINEQUA ES V9 & ORM

SBA

Enterprise Big Data Explorer

360 views Inverted Social Network

Logical Data Warehouse

SINEQUA ES V9 R

EAL

TIM

E B

IG D

ATA

SEA

RC

H &

A

NA

LYTI

CS

PLA

TFO

RM

Sinequa Analytics

Engine Statistical Analysis Semantic Extractors

Natural Language Processing

Databases Archives Applications

BI PLM Transactions

Emails ECM

File Systems Social

Networks Website/Blogs

Collaborative Portals 140+

Connectors

Page 5: Paris London Frankfurt New York ... - Big Data Paris 2020 DE SALABERR… · Enterprise Big Data Explorer 360 views Inverted Social Network Logical Data Warehouse SINEQUA ES V9 & ORM

Drugs

Diseases Genes

Brands MOA

200 Million Documents With Business and Work

related Entities identified

Link Skills to People -> Expertise Discovery

10,000 People indexed with Skills

Automated linkage with

People

= Expertise Discovery

Page 6: Paris London Frankfurt New York ... - Big Data Paris 2020 DE SALABERR… · Enterprise Big Data Explorer 360 views Inverted Social Network Logical Data Warehouse SINEQUA ES V9 & ORM

Find Similar People depending on Skills

Weight Skills (+ or -)

Page 7: Paris London Frankfurt New York ... - Big Data Paris 2020 DE SALABERR… · Enterprise Big Data Explorer 360 views Inverted Social Network Logical Data Warehouse SINEQUA ES V9 & ORM

Analytics view of a Query on “Arteriosclerosis”

Top 20 people identified in

relevant documents

Visualization of skills associated to

the question

Visualization of drugs development documents associated to the query

Visualization of drugs available and associated to

the query

Sort document per date of publication

Sort document per format

Sort by source and corporate taxonomy

Page 8: Paris London Frankfurt New York ... - Big Data Paris 2020 DE SALABERR… · Enterprise Big Data Explorer 360 views Inverted Social Network Logical Data Warehouse SINEQUA ES V9 & ORM

Business benefits

Improve R&D workforce efficiency

Build the right team at the right moment Avoid multiple teams working on similar project Avoid working on a topic that already failed before

Reduce drug development cycles

Page 9: Paris London Frankfurt New York ... - Big Data Paris 2020 DE SALABERR… · Enterprise Big Data Explorer 360 views Inverted Social Network Logical Data Warehouse SINEQUA ES V9 & ORM

Other Search Based Applications (SBA)

Create internal journals of science to share internal results and snippets

Search by chemical structure to find similar structures in documents (internal & external)

Access to breaking science, with alerts and spotting trends across all scientific information

More to come…

Page 10: Paris London Frankfurt New York ... - Big Data Paris 2020 DE SALABERR… · Enterprise Big Data Explorer 360 views Inverted Social Network Logical Data Warehouse SINEQUA ES V9 & ORM

European telco company French Bank French Insurance And others

Page 11: Paris London Frankfurt New York ... - Big Data Paris 2020 DE SALABERR… · Enterprise Big Data Explorer 360 views Inverted Social Network Logical Data Warehouse SINEQUA ES V9 & ORM

Customer Landscape

50 million customers

Volume and Variety

Up to 10 000 call center agents connected simultaneously

Up to 250 000 calls per day

Over 30 applications with customer information

4 to 15 applications to be opened per call

Billions of records per year (billing, calls, call report, etc.)

Pain points

Training of agents is heavy : 4 to 6 weeks per person

Calls duration is too long

Page 12: Paris London Frankfurt New York ... - Big Data Paris 2020 DE SALABERR… · Enterprise Big Data Explorer 360 views Inverted Social Network Logical Data Warehouse SINEQUA ES V9 & ORM

CRM ERP DBs MAINFRAME BUSINESS APPLICATIONS

Functional Architecture

> 10 Billion records > 10 Millions queries/day

Webservices (SOA)

WebApp server: 1 + 1 Engine Servers : 4 + 4 Connectors Server & Indexer : 1 + 1

Real Time

INFORMATION

Web Services

Web Client RIA (HTML 5)

10 000 Call center agent 2 500 Telesales

Page 13: Paris London Frankfurt New York ... - Big Data Paris 2020 DE SALABERR… · Enterprise Big Data Explorer 360 views Inverted Social Network Logical Data Warehouse SINEQUA ES V9 & ORM

Get an instant 360° view of the customer

Saving 45 seconds per call

60M€ over 3 years

Simple interface leads to faster training

50% turnover per year, 4500 new employees

14 weeks to 1 week

18M to 2,6M. 15M€/year saving on training cost!

Business Benefits

↗ Operational Efficiency for call center agents

↗ Best quality perceived / Client Satisfaction

Page 14: Paris London Frankfurt New York ... - Big Data Paris 2020 DE SALABERR… · Enterprise Big Data Explorer 360 views Inverted Social Network Logical Data Warehouse SINEQUA ES V9 & ORM

Key success factors

Take unstructured data into account

Enrich internal data with external data

Leverage the natural langage processing (NLP) power

Complex prototype (POC) is key

Large volume of data

Multiple internal and external sources of data

Choose the right integrator

Business knowledge

Expertise in both software and infrastructure

Page 15: Paris London Frankfurt New York ... - Big Data Paris 2020 DE SALABERR… · Enterprise Big Data Explorer 360 views Inverted Social Network Logical Data Warehouse SINEQUA ES V9 & ORM

| 10-03-2015 | Daniel Le-Coguic| © For internal use GBU France | BDS | France & IMEA

Page 16: Paris London Frankfurt New York ... - Big Data Paris 2020 DE SALABERR… · Enterprise Big Data Explorer 360 views Inverted Social Network Logical Data Warehouse SINEQUA ES V9 & ORM

| 10-03-2015 | Daniel Le-Coguic| © For internal use GBU France | BDS | France & IMEA

Enterprise search at Atos

Growth by acquisition 1 single search engine

Poc livelink Non structured applications

« Find the expert »

Information silos

Multiple tools

Exponential volumes

Transform globalize

Complex it landscape

100.000 USERS

(Un) structured

& semantic

Exponential volumes

Lower training workload

1 way to index

Unique interface

All applications

Page 17: Paris London Frankfurt New York ... - Big Data Paris 2020 DE SALABERR… · Enterprise Big Data Explorer 360 views Inverted Social Network Logical Data Warehouse SINEQUA ES V9 & ORM

| 10-03-2015 | Daniel Le-Coguic| © For internal use GBU France | BDS | France & IMEA

Atos: a unique end-to-end offering providing secured and superior performance to big data applications

Big Data :

transforming

data into

customer tangible business

value

Consulting Customer

usage

Data modelling

Massive data

Iot Data

Real-time data

Complex analytics

Agile data

In-Memory

Business App integration

IT Platforms & appliances

High Power Computing

Open Compute

Managed services

Saas

Delivery & Operations

Finance Telco & OTT

Retail Healthcare

Energy Aerospace Automotive

Weather Research Medias Defence