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Transcript of forecasting and sophisticated statistical analysis 23+uocpga.gr/ddw1/bagavos_ddw1.pdf · •Tata...
Accenture Global Analytics practice
Representative list of clients
…more than 17,000 analytics professionals
…Our extensive capabilities range from accessing and
reporting on data to advanced mathematical modeling,
forecasting and sophisticated statistical analysis
We have a global
network of…
5,000+ BPO
Professionals
10,500+ Technology
Professionals
1300+ Data Scientists
and Management
Scientists
20+ Years
Experience in
analytics
70 Clients from
Fortune Global 100
59 Countries serving
client operations
• Athens
• Bangalore
• Barcelona
• Beijing
• Buenos Aires
• Calcutta
• Chengdu
• Chicago
• Dublin
• Gurgaon
• Johannesburg
• Madrid
• Melbourne
• Milan
• Mumbai
• Murray Hill, NJ
• San Jose
• Shanghai
• Singapore
• Sophia
Antipolis
• Tokyo
• Toronto
• Warsaw
23+ Accenture Innovation
Centers including 5
Advanced Analytics
Centers globally 1,000+ Management
Consulting
Professionals
2,000+ Analytics Clients
• ABN AMRO
• AstraZeneca
• Australia Tax
Office
• Australia New
Zealand Bank
• Australian Rugby
Union
• BMW
• Catholic Health
Initiatives
• CNA Insurance
• City of New York
• Hydro One
• Irish Revenue
Agency
• Lawsons
• Marriott
• Meetic
• NBN Co
• Nuovo Trasporto
Viaggiatori S.p.A.
• Procter & Gamble
• RBS 6 Nations
• Reliance
Communications
• Rio de Jeneiro
(Municipal of)
• Royal Shakespeare
Company
• San Bernadino
County
• Sony Electronics
• Trinity Health
• Tata Motors
• Telefonica
• Telstra
• Tesco
• Client
• US Department of
Homeland
Security
• US Postal Service
• Vodafone
• Warner Bros.
Copyright © 2016 Accenture. All rights reserved. 1
Web Analytics Recommender Systems Media Benchmarking
1 2 3 4
+++++
The “centre of excellence” for predictive analytics is located in Athens,
dedicated to market-leading analytics in all areas of data management
Accenture Analytics – “Center of Excellence” located in Athens
Accenture Analytics
Accenture Analytics in Athens is a global
analytics centre for Accenture and acts as the
centre for research and innovation introducing
and implementing new techniques in
customer and marketing analytics
Accenture Analytics covers all areas of Data
Management, Analytics expertise such as
econometric modeling, trade and
merchandising, customer segmentation and
profiling, churn modeling, media and
promotion expertise and integrated end-to-
end-solutions
Accenture Analytics in Athens, is the centre
serving more than 30 markets, doing
analytics in all developed and developing
markets, such as, US, UK, Italy, France,
Germany, Spain, Portugal, Greece, Turkey,
Middle East, Japan, India, China
The unit in Athens employs 90 professionals
with very strong academic and professional
qualifications
AA uses own property analytic assets – no
license is required
Analytics assets
Consumption
Economic
Psychographic
Strategic Segmentation & Profiling
0%
5%
10%
15%
20%
25%
6 8 10 12 14 16 18 20 22 24
Experimental Designs
Financial & Statistical Analyses
Predictive Modeling
Marketing Analytics & Optimization
Placement &
Banner Ads
Macro/Micro
Adjacencies
Space Analytics & Optimization
Affinity Analysis
15.6%
12.9% 12.7%
11.0%
8.4% 8.1%
5.4%
2.1%
0.0%
2.0%
4.0%
6.0%
8.0%
10.0%
12.0%
14.0%
16.0%
18.0%
A B C D E F G H
Affin
ity R
ate
$-
$5.00
$10.00
$15.00
$20.00
$25.00
Avg.
Mar
gin
$ pe
r
Tran
sact
ion
% of Transactions Avg $ per Transaction
Brand Advocacy & Net Promoter
Accumulation/Redemption Analyses
Loyalty Driver & Value Analyses
Customer Loyalty Analytics
Sales: Net Impact to Overall Satisfaction by Interaction Type
3.81 3.56
000.450
01.47
5.99
1.43
0
1
2
3
4
5
6
Aware Consider Purchase Deliver &
Install
Learn Support &
Repair
Customer Interaction
Net Im
pact
to Ov
erall
Intera
ction
Sales All
Brand Dissatisfiers & Drivers
Net Satisfaction Impact
Treatment Contribution
Customer Experience Analytics
Zone Pricing, & Price Elasticity
Promotional Pricing
Relationship-based Pricing
Pricing Analytics & Optimization
Personal
Care
Skin & Hare
Care
Dispensary
OTC
First Aid /
Non Medical
Vitamins
Dietary / Health
Foods
Medicated
Skin
Medicated
Hair
Medicated FootEye & Ear
Family
Planning
Health & Fitness
Equipment
Homecare
Sanitary Protection
Men’s Grooming
Bath / Deo / Talc
Baby
Personal Care Electrical
Haircare
Paper Goods /
Cotton
Oral
Facial
Hand / Body /
Depilatories
Non Demo
Demo
Services & Concession
Gift Confectionary
Choc / Candies / CountlinesSnacks / Biscuits
Beverages
Sundries
Fashion
Home
Health &
Wellness
General
MerchandiseCosmetics
Food &
Sundries
Complementary vs
Substitutes`
Store vs
Long Tail Assortment Analytics & Optimization
Promotional Analytics & Optimization
Micro/Tactical Segment Basket Analysis
Discounts &
Rebates,
Merchant Tie-Ins
Loyalty Points
Promo
Store Basket
Contact Ctr
Basket
Online Basket
Marketing ROI Agile and intelligent allocation of marketing investments
Deliver marketing investment credibility across your organisation
Demonstrate returns from marketing investment
Granular visibility of effectiveness and efficiency of all marketing activities
Continuously challenge and optimise forward looking marketing plans and
activity
Embed a returns-driven budget allocation ethos in your business
Accenture uses proprietary tools and data-driven techniques to establish a
direct link between marketing activities and sales results. This helps marketers
to quantify the return on these investments, to understand which are working
and which are not and to reallocate resources more effectively
Complete transparency of marketing
success by driver, brand, channel and region
level
Increased efficiency through fact-based
decisions
Typical MROI improvement 14%
Analyse Simulate and Optimise Collaborate
Solution overview
Capabilities
Benefits
Applications and analytics
BT
O2
VISA
SONY
TARGET
MARS
PEPSICO
KPN
Case Studies
Forecasting Causal based demand forecasting
Integrated marketing enterprise data warehouse
Advanced and industrialized econometric models delivered through a
scalable platform
Marketing technology and analytics infrastructure, world-class service and
insight generation
In order to maximize the value of marketing and promotions, you have to have
the right amount of stock on the shelf to meet the demand generated. We apply
causal based forecasting tools integrated into the supply chain to allow clients to
simulate and optimize marketing and promotional plans and significantly
enhance the accuracy over standard non-causal based forecasts
Significant improvement in forecasting
accuracy over standard non-causal methods
Data Management Analytics-Based Insight Scalable Technology Platform
Solution overview
Capabilities
Benefits
Applications and analytics
BT
O2
VISA
SONY
TARGET
MARS
PEPSICO
KPN
MARS
DANONE
LOREAL
MAHOO
Nestlé
Case Studies
Promotions Promotional insight, optimisation and strategy
Decompose demand into its constituent components to provide clients with
a causal based approach to forecast sales, and plan promotions
Extends beyond ascertaining demand performance to include all financial
elements of a promotion providing full promotion ROI
Actionable, commercially oriented results along with the projected
economic impacts
Managing and optimising trade promotions is a complex task. Accenture
promotion analytics informs smarter promotion planning & decision making
throughout the entire promotion lifecycle
Complete transparency of promotional
performance by driver, brand, channel and
region level for manufacturer and retailer
Increased efficiency through fact-based
decisions
Advanced Multi-Step Bayesian Analytics Accenture CAS Trade Promotion Management & Optimisation Platform
Solution overview
Capabilities
Benefits
Applications and analytics
DANONE
MARS
ABN INBEN
KC
ACOSTA
Case studies
PEPSICO
GOLFSMITH
Largest European
retailer
Largest UK retailer
MMM, Forecasting, Pricing Analytics
Global Expertise
UK
Automotive (3)
CPG (8)
Electronics (1)
Entertainment (1)
Financial Services (3)
Pharmaceutical (1)
Retail (3)
Telco (4)
Electronics (1)
Insurance (1)
Energy Resources & Utilities (1)
USA
Automotive (2)
CPG (2)
Retail (2)
Telco (11)
Electronics (1)
Entertainment (1)
Pharmaceutical (1)
Financial Services (1)
Turkey
CPG (3)
Pharmaceutical (2)
Entertainment (1)
South Africa
CPG (2)
Financial Services (1)
Pharmaceutical (1)
UAE
Entertainment (1)
Financial Services (1)
Pharmaceutical (1)
Russia
Tobacco (1)
Pharmaceutical (2)
Entertainment (1)
Telco (1)
Financial Services (1)
Automotive (1)
New Zealand
CPG (1)
Sweden
Telco (1)
Croatia
Telco (1)
Bulgaria
Telco (1)
Pharmaceutical (1)
India
CPG (1)
Pharmaceutical (1)
Canada
Financial Services (1)
Retail (1)
Italy
CPG (1)
Pharmaceutical (1)
Japan
Retail (1)
Pharmaceutical (1)
Australia
CPG (1)
Telco (1)
Financial Services (1)
Germany
Automotive (2)
CPG (6)
Electronics (1)
Entertainment (1)
Retail (1)
Telco (1)
Energy Resources &
Utilities (1)
Pharmaceutical (1)
Egypt
CPG (2)
Entertainment (1)
Brazil
Financial Services (1)
Retail (1)
CPG (1)
Pharmaceutical (1)
France
Automotive (2)
CPG (3)
Energy Resources & Utilities (1)
Belgium
CPG (1)
Pharmaceutical (1)
China
CPG (1)
Pharmaceutical (1)
Spain
Automotive (1)
CPG (4)
Telco (1)
Energy Resources & Utilities (1)
Pharmaceutical (1)
Romania
Financial Services (1)
Pharmaceutical (1)
Saudi Arabia
Entertainment (1)
CPG (2)
Pharmaceutical (1)
Netherlands
CPG (1)
Financial Services (2)
155 projects all over
the world
45 CPG
30 Pharmaceutical
22 Telco
14 Financial Services
11 Automotive
9 Retail
8 Entertainment
6 Energy Resources & Utilities
5 Insurance
4 Electronics
1 Tobacco
Greece
Insurance (4)
CPG (3)
Pharmaceutical (1)
Czech Republic
Pharmaceutical (2)
Romania
Pharmaceutical (1)
Switzerland
Pharmaceutical (1)
Argentina
Pharmaceutical (1)
Ireland
Pharmaceutical (1)
Thailand
Pharmaceutical (1)
Portugal
Pharmaceutical (1)
Energy Resources & Utilities (1)
Poland
CPG (1)
Austria
Telco (1)
Energy - Utilities (1)
Pharmaceutical (1)
Why Accenture
Athens Center of Excellence (3/3)
7
• The Athens center of excellence collaborates with all Accenture centers of excellence around the world (e.g. India, Barcelona, Shanghai, Warsaw, US, etc) in terms of joint project execution, research, knowledge transfer and capability development. Further, through the Accenture – MIT alliance it adopts and endeavors all latest marketing developments
• Further, Athens uses and develops customized tools tailored to each client’s needs.
• The key characteristics of the center are:
• It is software agnostic (it uses all major statistical and econometrics packages, e.g. SAS, R, Matlab, Ox professional, Eviews, e.t.c.) for data analysis. Moreover, low level programming languages are also frequently employed for speed purposes
• There is flexibility to support any
market and geographical location needed
Athens
• The Athens center is the global analytics center for Accenture and acts as the center for research and innovation introducing and implementing new techniques in customer analytics.
• All staff in Athens, currently 90 individuals, hold at least a Masters degree in numerate disciples (predominantly statistics / econometrics). On top of that 1/3 of the staff holds a Doctorate degree in quantitative sciences.
• The team’s functional experience spans across the following domains: Marketing Mix, Price and Promotions optimization, customer segmentation, cross sell / upsell, next best action, among others
• The above experience spans also across multiple industries: FMCG, Telecommunications, Products, Retail, Banking, etc.
Copyright © 2016 Accenture. All rights reserved.