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    IBM Growth MarketsExternal Presentation

    ****This presentation contains speaking notes and infographics which can be used as stand-alone assets (pages 10, 35, 40)

    © 2012 IBM Corporation

    GMU External Relations April 2012

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    Overview of contents

    IBM’s growth markets focus+ Market drivers+ Opportunity

    + Structure & investment

    IBM Growth Markets strategy+ Market Expansion

    + Industry leadership

    Smarter Planet

    Generating value

    + Smarter Cities

    + Business model+ Corporate responsibility

    + GMU facts

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    Over the past decade, IBM has sustainedleadership by pursuing the most transformationalopportunities, inventing the breakthroughtechnologies to capture them and building anorganization able to deliver superior results overthe long term.

    Today IBM is pursuing a roadmap laid out to2015 targeting $20 billion in top line revenuegrowth from four growth initiatives: Growth

    IBM GMU External Relations 20123

    ar e s, ou , us ness na y cs an mar erPlanet

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    Russia has committed a spend of$400bn on 304 infrastructure

    India power sector needsinvestment of $ 230 billion

    Demand for technology & infrastructure is driving growth markets

    Emerging markets infrastructure isex ected to benefit from: 6 trillion

    4

    projects by 2015—and 300B onrailways by 2030

    China is expected to build some1,000 gigawatts of new power-

    generation capacity over the next15 years

    Argentina’s investment in energyis about $740 million and it has a

    target of 8% of its energy to besourced from renewables by 2016

    In Africa, 2012 onwards FDIinflows are forecasted to increase

    to $150 billion. The decade 2000-2010 saw it increase by 87%

    between 2012 to 2017

    in government and privatespending by 2013

    Source: EIU 2011

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    Understanding and building business in growth markets requires

    focus and investment

    Understanding growth Assessin the market Investments that su ort

    .

    55

    market characteristics

    Making marketsDeveloping skills & talent

    opportunity

    growth

    Brand eminence

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    Revenue from growthmarkets will approach30% of total IBMrevenue by 2015;

    Growth from new

    marketsGrowth in IT will come from newmarkets that are emerging at anastonishing rate. To relieve the strain oninadequate infrastructure, they are

    leapfrogging to new technologies.

    IBM GMU External Relations 20126

    IBM is relying on marketexpansion to drive 32%of new GMU growth.

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    Developing new markets for growth“The IMF expects emerging markets to contribute over 80% of world GDP growth in 2012”.-- The Economist

    “As IBM begins our second century, we remain driven by our

    founder's vision. To be sustainable a business must be built onintellect, problem solving, imagination, transformation andinnovation. And in our growth markets, this is particularly the case.

    It’s in growth markets that some of the most complex challenges

    7

    an oppor un es ex s , as coun r es an us nesses grapp e wurban migration of levels unknown in the developed world and withdemands from citizens – urban and rural – to deliver solutions withunprecedented speed to connect people and business.

    We believe this calls for new operating models, new ways of

    innovating, new ways of serving clients and we believe IBM’sproven experience and advanced expertise will help public andprivate enterprise to move quickly to adapt to these new dynamics.”

    Jim BramanteSenior Vice PresidentIBM Growth Markets

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    IBM does business in more than 147 countries in Growth Markets:

    Global Headquarters in ShanghaiEight Growth Market Teams

    Central & Eastern Europe

    8

    Latin America

    Greater ChinaMiddle East Afric a

    IndiaSouth Asia

    ASEAN

    Korea

    Australia,New Zealand

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    Central & Eastern Europe

    IBM does business in more than 147 countries in Growth Markets:Global Headquarters in Shanghai

    Eight Growth Market Teams

    Eight regional leaders

    David Stokes

    Middle East Africa

    IndiaSouth Asia

    ASEAN

    orea

    9

    Latin America

    Greater China

    Australia,New Zealand

    Elly Keinan

    Takreem el Tohamy

    Shanker Annaswamy

    Andrew Stevens

    Cordelia Chung

    DC Chien

    HS Lee

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    10

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    Key IBM 2011 investments announced in Growth Markets

    IBM to build Cloud ComputingData Center with local China firm

    IBM establishes Science &Technology Center within theSkolkovo Innovation Center in

    IBM opens first server re-manufacturing center in China

    IBM GMU External Relations 201212

    IBM sets up services integrationhub in Changi, Singapore

    IBM advances analytics skillsprogram to global universities

    .

    The Africa revolution nobodyshould ignore. IBM’s invests big

    across African countries.

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    We’re investing in partners across growth markets

    • Over 50,000 Business Partners• In 2011, Co-marketing investments supported

    600+ Business Partners

    Over $1B investments in business partners across growth markets

    • Systems technology group spends over $5Mannually transforming the partner ecosystem• Access to over 20 innovation centers, 8 cloud

    labs and 2 cloud datacenters• 133,000+ professional certifications held by

    44,000+ partners in 2011

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    IBM has selected 20 countries key for business growth based ona range of variables

    Russia

    CzechRepublic

    South

    Poland

    • IT Market Size & Growth• IT as a % of GDP• Macro-economic• Business Environment• Political Environment• Human Capital• Physical Infrastructure• Economic Recovery•

    Australia

    Brazil

    Chile

    Mexico

    SouthAfrica

    Indonesia

    India

    China

    VietnamTaiwan

    SingaporeThailand

    UAESaudi

    Arabia

    Philippines

    Malaysia

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    IBM’s Geographic Expansion Initiative

    China: 80% IT opportunity outside major citiesIndia: 63% IT opportunity outside major citiesASEAN: 72% IT opportunity outside capital citiesBrazil: 6 metro areas outside Sao Paulo, Brasilia, Rio with >$500M

    IT opportunity each

    IBM currently has over 250 branches in morethan 60 growth market countries

    IBM plans to open new branches across allgrowth market regions in 2012 and through to2015

    IBM's Geographic Expansion initiative includessmaller, high-growth cities in Brazil, Russia,India, China and Central Europe as well asemerging economies in Middle East, Africa, Latin

    IBM GMU External Relations 201216

    mer ca, an as ern urope

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    Making markets is making news in growth markets

    African Banks Turn to IBM to SupportNew Wave of Innovation in BankingServicesIBM signs agreements with leading Kenyan

    banks as financial institutions across Africainvest in smarter banking solutions

    IBM Opens 30th Branch Office inChinaIncreases the number of growth market

    branches by 140 percent over the past 10years

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    ASEANMarket Expansion• Population surpassed 550 million, majority 40

    years and under

    • GDP growth to average 6% annually

    • 2011 investments included Global ServicesIntegration Hub, the Asia Pacific Cloud

    Computing Data Centre, and the Smarter CitiesResearch Collaboratory

    2012 top investments and priorities• IBM will o en several new branches in smaller

    Lac Viet Computing Joint Stock Co . signed acooperation deal with IBM Vietnam to provide cloudcomputing-based solutions and services for local

    Growing demand for advancedbanking systems and major

    investments intelco and energy

    18

    rapidly growing CITIES across ASEAN

    • IBM will open its 7th Innovation Center inSingapore making it the leading innovation hubof Asia

    • Across the region, focus on banking andfinance, telecommunications, healthcare,

    government, underpinned by Smarter Cities,BAO and Cloud

    businesses.

    Global Digital Niaga , a subsidiary of Djarum Grouptoday launched its new online customer sales websitecalled Blibli.com. The website uses IBM software todeliver a personalized and more interactive shoppingexperience for Indonesians, selling leading brands inapparel, cosmetics, electronic equipment, homefurnishings among others.

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    Australia & New ZealandMarket Expansion

    • 2011 investments included R&D lab in Australia and aCloud Data Center in New Zealand

    • Economic recovery is strengthening, with GDPforecast to grow by 3.25% in 2011-2012 and 2012-2013

    • Both the federal and state governments haverecognized the need to invest heavily in water,transport, ports, telecommunications, and educationinfrastructure to expand Australia's supply capacity

    National E-Health Transition Authority (NEHTA)appointed IBM to transform Australia’s healthsystem and help to drive smarter healthcaredelivery in an A$23.6 million dollar contract todesi n and build Australia’s National

    Dominated by services sector;agricultural & mining sectors account

    for bulk of exports

    Expansion in Western Australia and Queenslandsupport focus on natural resources industry

    • Continued focus on banking & finance,telecommunications, public sector and energy &utilities industries

    Authentication Service for Health (NASH) project.

    Australia’s National Broadband Network - NBNappointed IBM to implement and manage the corebusiness and operational support systemsrequired to operate Australia’s.

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    Central & Eastern Europe

    • Bucharest Systems Laboratory opened inRomania as a facility for SystemsNetworking

    • A multipurpose Cloud Computing centeropened in Poland

    • Poland’s IT market is expected to accelerateand grow in 2012 at 7.1% vs 4.3% in 2011

    • Investment in infrastructure development inRussia to 2020 will surpass US$1 trillion

    Guarantee Fund Turns to IBM to Create Smarter CarInsurance System in Bulgaria: IBM’s Smarter Computingsolution brings drivers and insurance companies fastercustomer service, decreased levels of fraud and lowerinsurance premiums.

    An increased emphasis oninnovation-related projects drivingdemand for IT equipment, training

    and infrastructure

    Increase footprint in high-growth cities andregions through Geographic Expansioninitiative

    • Key sectors for investment are banking,government and telecommunications

    • Drive growth from long term

    transformational engagements

    ea ng an s n en ra as ern urope urn o

    IBM to Support Business Transformation: IBM announceddetails of 10 Smarter Computing Deals.

    Bauman Moscow State Technical University (BMSTU)in partnership with IBM announced the opening of aSmarter Cities Development and Education Center inRussia – the first of its kind in the region. Located on theuniversity's Moscow campus, the center will be home to aunique educational program giving students the chance toexplore and apply IBM's latest technologies and solutionsto improve the management of urban infrastructure andsupport the development of smarter cities.

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    Greater China• Power consumption rose 11.7 percent year-on-

    year. The growth in 2012 is expected to slow to 8.5percent

    • China’s largest online retailers expect sales to asmuch as triple in 2012 as urban per capita incomerose 7.8 percent

    • Continued growth momentum in the mobile, 3G,internet and broadband sectors

    • The Chinese government has pledged 850 billionyuan (US$124 billion) for a healthcare reform

    Yi Lian Zhong Information is working with IBM tobuild a cloud computing platform that will improve thelife of citizens in China via an online portal for a varietyof social services. YLZInfo will expand services inFujian Province to seven more Chinese provincesallowing them to construct a citizen livelihood serviceinformation network covering 300 million people.

    The government is making

    US$$173.2B worth of investmentsin cloud initiatives

    • e nese governmen s ma ng erce

    investments in cloud initiatives, with an investmentof RMB 1.1 trillion ($173.2 billion)

    2012 top investments and priorities

    • Further expansion into inland cities

    • Launch of a lab in Taiwan (Taipei) with focus onInternet of Things.

    • Focus on Banking, Energy & Utilities, Rail, Healthcare,Retail, Telecommunications, Insurance andAutomotive -- to support Chinese government'spriorities.

    Peking University People’s Hospital is beingsupported by IBM to build an evidence-based patientcentric care (ePC3) system that will enablecooperation and sharing among medical servicesproviders for improved patient care. The ePC3 system,developed by scientists at IBM Research - China andPeople’s Hospital, will provide better clinical decisionsupport at the point of care by offering a

    comprehensive overview of a patients’ health data aswell as best practices from previous diagnoses,treatment and research.

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    Korea• The 2012 government budget concentrates on

    welfare and job creation and allocated 60% ofthe total for stimulus spending in the first sixmonths of the year in the face of expectedeconomic problems.

    • Country aims to gain 10% of the global cloudservices market by 2014 through developmentof Korean cloud computing facilities

    • More than 70 percent of its 48 millionpopulation carries one or more mobilehandsets

    E-MartE-Mart - Mobile Office Systemthe largest retailer in Korea chose IBM to undertake theirmobile office project for E-Mart, to build the optimized mobilebusiness environment. IBM's mobile office s stem is desi ned

    Continuation of government "expansionarymacroeconomic measures” to counter

    global and local challenges

    2012 top investments and priorities• Expanding into an addtional 19 cities across

    Korea

    • Focus on Banking & Finance, Government,Telecommunications

    for utilizing smartphone and will provide the comprehensiveservices for an optimal working environment. Increaseproductivity, client satisfaction and enhanced collaboration areexpected through this system.

    E-Trade Securities selected IBM’s Power System as thehardware platform to establish its next-generation system,following its business expansion to become a comprehensivesecurities company.

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    Latin America• Four cities in Latin America are within the 25 most

    populated in the world (Mexico City, Sao Paulo, BuenosAires and Rio de Janeiro).

    • Net food exporter accounts for 10% of global agriculturalexports.; a third of the world's unused land suitable forfarming; has capacity and potential to help solve globalfood crisis.

    • Will become an increasingly important oil producer by2015 and an important component of the emergingAtlantic Basin energy system

    Nieves de Chape tlco in Argentina selected IBM todevelop a solution to enable rack skiers in real timeand speed up rescues

    LA’s income per person has doubledin 20 years & governments will invest

    US$450B in infrastructure by 2015

    • Expand the IBM footprint through geo-expansioninitiative in LA countries

    • Lead industry agenda/discussion in banking,healthcare, natural resources, energy & utilities, retailand telco

    • Drive transformational value for our clients throughservices, software and high end systems

    In Rio de Janeiro , Brazil, city managers apply thetechnology through a unified operations center toaccurately gather, analyze and act on informationabout city systems and services; analyze real-timeinformation to better model and anticipate problems;and integrate real-time information from acrossmultiple city systems to foster collaborative decision-making

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    • Africa’s $107B financial services industry will logimpressive growth for the rest of the decade

    • Economy estimated to grow 5.5 - 6% in 2012

    Africa is poised for a wave of modernization and industry

    infrastructure developmentsAfrica is the fastest urbanising continent in theworld and must provide energy to meet annual

    urban growth rate twice as high as Asia and Latin

    America

    Luanda

    LagosAccra

    Dakar

    Dar Es Salaam

    Nairobi

    Algiers

    Casablanca

    Tunis

    RabatTripoli

    Key statistics

    • Large Companies: More than 75 companies’ revenuesover $3B

    • Growing Middle Class: By 2015, 87M households (34%pop) in the middle income group

    • Critical Mass in Cities: 52 cities of over 1M people(more than Europe)

    • Largest Working Age Population: By 2040 to exceed1.1B (> China or India)

    Cape TownDurban

    Johannesburg

    • Expanding into Africa by doubling offices by 2015

    • Smarter Cities events to take place in many countries• IBM has developed strong competencies in Banking, Telco, Public

    Sector, Oil & Gas• Investments made in education and business & technology skills

    development• IBM will double the amount of Corporate & Executive Service Corps

    teams working in African countries in 2012

    IBM priorities

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    IndiaSouth Asia

    CentralEasternEurope

    Middle EastAfrica

    SofiaZagrebPrague

    BrnoOstrava

    TallinnBudapest

    AlmatyRiga

    VilniusWarsawWroclaw

    KrakowGdansk

    KatowicePoznan

    AustraliaNew Zealand

    BrisbaneSydney

    AucklandPerth

    AdelaideHobart

    BallaratMelbourneWellington

    ChristchurchLower Hutt

    ASEAN

    Bandar Seri BegawanJakarta

    SurabayaMedan

    MakassarManila

    CebuChiangmai

    BangkokPattaya

    DaNangHo Chi Minh City

    GreaterChinaGroup

    BeijingHong Kong

    TaipeiHefei

    XiamenChongqing

    ShanghaiBeijing

    TianjinFuzhou

    GuangzhouShenzhen

    NanjingHarbin

    ShijiazhuangWuhan

    Korea

    SeoulDaejeon Daegu

    KwangjuPusan

    LatinAmerica

    Buenos AiresCordobaRosario

    Rio de JaneiroSalvadorFortalez

    Belo HorizonteUberlandia

    RecifeCuritiba

    Porto AlegreCampinas

    JoinvilleAnto fogasta

    MedellinCali

    Guayaquil

    ChandigarhDehradun

    DelhiGurgaon

    NoidaJaipur

    LucknowGuwahati

    AhmedabadIndoreMumbaiKolkata

    PuneBhubaneshwar

    HyderabadVizag

    LuandaQatar

    AlexandriaCairoAccra

    NairobiCasablanca

    Port LouisLagos

    KarachiIslamabad

    LahoreRiyadhDakar

    JohannesburgPretoria

    IBM hasestablishedpresence in manyGrowth Marketcountries...

    27

    Timisoara

    UfaKazanRostov-on-Don

    SamaraPerm

    NovosibirrskKrasnoyarsk

    MoscowSt PetersburgEkaterinburg

    BelgradeBratislava

    Banska BystricaKosice

    LjubljanaAnkara

    IstanbulIzmir

    DnepropetrovskKiev

    Tashkent

    engzouChangsha

    ChangchunNanningSuzhou

    NanchangShenyang

    DalianTaiyuahQingdao

    Jinan

    Xi’anChengduUrumchiKunming

    HangzhouNingbo

    GuadalajaraMonterreyQueretaro

    Lima

    anga oreChennai

    CoimbatoreKochiNasik

    ColomboDakkar

    DurbanCape Town

    Port ElizabethBloemfontein

    Dar es SalaamTunis

    Abu DhabiDubai

    OuangadougouN’Djamena

    Kinshasa

    LibrevilleAccraLilongwe

    AntananarivoNiamey

    SeychellesFreetownKampala

    Lusaka** Representative only, not acomplete list of all IBM branches.

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    ‘Simplifying’ technology for companies is key to IBM’s growth

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    IBM ushers in a simpler era of computing introducing "expertintegrated systems” – PureSystems

    The world s first family of expert integrated systems

    IBM GMU External Relations 201229

    Infrastructure System:Expert at sensing and anticipating resource needs to optimize your infrastructure

    Platform System:Expert at optimally deploying and running applications for rapidtime-to-value

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    IBM PureSystems integration by design for clients

    Development

    Middleware

    DeploymentApplications

    Optimizes the complete solution stack:

    • All hardware and software components factory

    IBM GMU External Relations 201230

    ServersStorage

    Networking

    Virtualization

    Management

    • Single point of unified lifecycle management• Integrated monitoring & maintenance• Integrated and elastic application and data runtimes• Application patterns allocate system resources for

    optimal performance, security and reliability

    • Fully virtualized and built for cloud• Storage tuned to data needs

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    IBM PureSystems enable multiple client initiativesUsing a consistent, standardized approach

    ConsolidateMore efficientlyconsolidate

    OptimizeBetter tune and automate systems andapplications to improve applicationperformance, scalability and reliability

    Accelerate CloudLaunch self-service

    InnovateMore rapidly deliver new applicationsand services tomeet new business needs

    IBM GMU External Relations 201231

    applications to reduceoperating expenses

    a secure, and integratedcloud environment

    Consolidate AccelerateCloud

    InnovateOptimize

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    Research: new innovations and

    Research & demo

    Commercialization

    Future technologies

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    • For each industry the journey consists of a series of steps along a path of competencies to reach a smarter outcomefor organizations

    • The power to pull together many sources of data in real time to source actionable insights and optimize clients’business

    • Revenue IBM generated from Analytics solutions grew 16% from 2010

    Analytics is enabling clients with trusted and relevantinformation in REAL TIME

    IBM GMU External Relations 201234

    Through to 2015, morethan 85% of Fortune500 organizations willfail to exploit ‘big data’for competitiveadvantage

    --Gartner Predictions 2012

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    IBM has developed capabilities that improve visibility, control andautomation of cloud computing services

    IBM GMU External Relations 2012

    80% of the Fortune 500use IBM cloud computing

    capabilities

    IBM generated 3.8 timesthe 2010 revenue

    Private & Hybrid CloudsCloud Enablement technologies

    Managed Cloud ServicesInfra & platform as a Service

    Cloud Business SolutionsSoftware & Business Processas a Service

    Commitment to open standards & broad ecosystems

    IBM Smart Cloud

    IBM Smart CloudSolutions

    IBM Smart CloudServices

    IBM Smart CloudFoundation

    Business Process as a ServiceSoftware as a Service

    Platform as a Service

    Infrastructure as a Service

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    • EH&S

    IBM response IBM response IBM response • Traffic prediction &IBM response

    IBM GMU External Relations 201236

    • Citizen demand

    • Disaster response• Broadband foreducation

    • Border control &immigration

    • ore an ng or

    customer demand• Analytics for risk andfraud

    • Private & hybridcloud

    requirements

    • Pressure on gridinfrastructure

    • Asset control andoperationalefficiency

    analytics

    • Contractor networkmanagement

    • Transport logisticsfor speed &efficiency

    • Customerexperience demand

    • Cloud infrastructure• Enterprise mobility

    solutions• Infrastructure for

    new markets

    response

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    By ‘smarter’ wemean the world isbecoming

    37

    nstrumente ,interconnectedand intelligent.

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    A city is essentially asystem of systems—transportation,healthcare, public safetyand education.

    IBM GMU External Relations 201238

    To enable a marterCity, IBM is working toimprove the quality &efficiency of servicesand how they operateand function.

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    Enable business serviceand product innovation

    Drive enterpriseoperations' effectiveness

    and efficiency

    Manage risk, securityand compliance

    Smarter Planet principles deliver client value by solving industryspecific problems

    Turn information intoinsights

    Increase agility Connect and empowerpeople

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    Investing in cities, creating a Smarter Planet

    The Smarter CitiesChallenge is acompetitive grant

    program awarding $50million worth of IBMexpertise over the nextthree years to 100 cities

    Smarter Cities Challenge Award 2012Geraldton, AustraliaJurong Lake District, SingaporeDa Nang, Vietnam

    aroun e g o e.

    Designed to address thechallenges facing citiestoday, these grants have

    addressed topics fromurban agriculture topublic safety.

    ,Cheongju, KoreaNanjing, ChinaNew Taipei City, TaiwanAhmedabad, IndiaPune, IndiaToluca, MexicoRosario, ArgentinaCuritiba, BrazilMedellin, ColombiaAccra, GhanaNairobi, KenyaTshwane, South AfricaRabat, Morocco

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    IBM’s portfolio of solutions are designed to help clients solve theircritical business problems

    IBM has more leadership positions thankey competitors...

    IBM GMU External Relations 201242

    H a r d w a r eSystems

    TechnologyGroupResearchBusinessPartners

    S o

    f t w a r eBrands

    AcquisitionsDevelopmentBusinessPartners S

    e r v

    i c e

    sGlobal Business

    ServicesGlobalTechnologyServicesGlobal ProcessServicesGlobal Finance

    “With over 60 acquisitions since 2005, IBM is now asoftware powerhouse with leading positions in nearly allcategories. But there are also several white spaces,which our analysis of 103 Gartner Magic Quadrantsidentified.” Morgan Stanley March 2012

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    Integrating corporate citizenship & social responsibility into everyaspect of IBM

    IBM engages with communities around theworld by offering our technology, services andexpertise to help solve some of the world’smost complex problems.

    Over the 100 years of IBM’s history, we’vedeveloped a thoughtful and comprehensiveapproach to corporate citizenship aligned toIBM’s values.

    We identify and act on new opportunities toapply our technology and expertise to societalproblems such as disaster response,community investment and educationdevelopment.

    In 2011 IBMers around the world pledgedmore than 3 million hours of service to theircommunities, equating to more than 1000person years of service in just this last year

    Empoweringemployeesto serve their communities

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    44

    P b b i d it i b ild f d ti l

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    Corporate & Executive Service Corps Deployments 2008-2011 & plans for 2012

    Egypt

    KazakhstanPoland

    Romania

    Russia

    Turkey

    India

    MoroccoChina

    Bangladesh

    Pro-bono business and community service builds foundationalrelationships at city levels

    *

    Ghana Nigeria

    SouthAfrica

    SriLanka

    CSCESC

    Malaysia

    Indonesia

    Thailand

    Cambodia

    Brazil

    Peru

    Philippines

    Kenya

    Tanzania

    Vietnam

    Colombia

    Argentina

    Chile

    Senegal

    2008-2011

    2012CSC

    ESC

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    Growth Markets are key to IBM’s roadmap for success in 2015

    Headquarters: Armonk, NY, USACEO: Virginia M Rometty

    Chairman : Samuel J Palmisano

    2011 year-end from continuing worldwide operations

    Revenue: $106.9 billionNet income: $15.9 billionTotal assets: $116.4 billionNumber of employees (worldwide): 426,751Stockholders of record: 525,870* All dollar figures are US

    GMU Headquarters: Jin Mao Tower, Shanghai, China

    Senior Vice President: Jim Bramante

    Regional offices: Bangalore, Beijing, Dubai, Prague, Sao

    Paulo, Seoul, Singapore, Sydney

    Total countries: 140+

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    This presentation was created by IBM GMU External Relations

    For information or queries about this presentation please contact:

    Megan Rosier , Manager, GMU External Relations – [email protected]

    Karen Davis , Director, GMU External Relations – [email protected]

    https://twitter.com/#IBMGrowthMkts