SlideShare une entreprise Scribd logo
1  sur  12
Télécharger pour lire hors ligne
DATA & ANALYTICS

The Data-Driven Investor:
How Technology Changes the Game for
Today’s Asset Owners

Featuring highlights of the State Street 2013 Data and Analytics Survey
Conducted by the Economist Intelligence Unit
DATA & ANALYTICS

About the Research
A global survey of more than 400 asset managers and institutional asset owners on investment data
and analytics, conducted by the Economist Intelligence Unit on behalf of State Street (August and
September 2013). More than 200 asset owners participated in the survey.

Respondents by Region

Respondents by Type

20%
33%

8%

8%

34%
16%
18%
11%

33%
North America

Europe

Asia Pacific

19%

Diversified Asset Managers

Traditional Asset Managers

Alternative Asset Managers

Other

Pension Funds

Insurers

Banks
Source: State Street 2013 Data and Analytics Survey conducted by the Economist Intelligence Unit

2
DATA & ANALYTICS

Five Trends That Will Stretch Asset Owners’ Data Systems
Advanced Data Capabilities Will be Key to Meeting
Many of the Industry’s Most Pressing Challenges

Strategic Impact

Data Challenge

New Operating Models

Asset owners are insourcing more asset
management

Front-office tools and infrastructure required
to manage their own assets more effectively

Move to
Multi-Asset Portfolios

Search for yield is driving more asset
owners to embrace alternatives

Multi-asset class risk and performance
analytics

New Approaches
to Risk Management

New risk-oriented approaches to
investment

New risk data on broader set of assets,
combined with more sophisticated analytics

Changing Investment
Styles

Major shift by pension funds toward
liability-driven investment strategy

New tools and data required to understand
and model future cash flows versus liabilities

Regulatory Evolution

Massively increased reporting
requirements as regulators adopt a
“look-through” approach to risk

Flexible platforms that enable data to be
collected, transformed and reported on
across multiple regulatory regimes

3
DATA & ANALYTICS

Asset Owners are Investing Heavily to Keep Pace

% Change In Investment into Data and Analytics Over Past Three Years
(Asset owner respondents only)

Significantly increased our investment (>20%)

12%

Slightly increased our investment (1-20%)

71%

Made no change

Slightly decreased our investment (1-20%)

Significantly decreased our investment (>20%)

12%

3%

1%

Source: State Street 2013 Data and Analytics Survey conducted by the Economist Intelligence Unit

4
DATA & ANALYTICS

Investment is Targeted at Front-Office Execution and Decision-Making Tools

How Investment Will Be Prioritized Across a Range of Data Tools
(Asset owner respondents only)

Order Management Systems /
Execution Management Systems
• Front-office tools are an
investment priority

60%

Portfolio optimization

36%

• Spend on data and analytics
will continue to grow

Performance analytics

29%

• Need to move closer to realtime information

Benchmark data

25%

Risk analytics

23%

Significant increase
Source: State Street 2013 Data and Analytics Survey conducted by the Economist Intelligence Unit

27%

38%

44%

45%

40%

Slight increase
5
DATA & ANALYTICS

Data and Analytics are Now a Firm Priority for Asset Owners …

Data is the Key to Addressing a Wide Range of Strategic Concerns
(Asset owner respondents only)

2%
11%

35%

• 87 percent of institutional asset owners
view data and analytics as a high
strategic priority
• For 35 percent, data and analytics as
the most important strategic priority

52%

It is the most important strategic priority
It is a high strategic priority (near the top)
It is a mid-level strategic priority
It is a low-level strategic priority (near the bottom) or not at all a strategic priority
Source: State Street 2013 Data and Analytics Survey conducted by the Economist Intelligence Unit

6
DATA & ANALYTICS

Yet the Industry is Polarized by Its Approach

Data is a competitive asset …

But few know how to use it

• 63 percent of asset owners believe data will
be a key source of competitive advantage
in the future

• Only 33 percent of asset owners are
reaping the full benefits from their data and
analytics capabilities today

• 83 percent increased investment in data
infrastructure in the past three years

• Our research reveals that a capability gap
is opening up between data leaders and
data laggards

An Industry
Divided by Data

1. “Data Leaders” – Companies in the survey whose data and analytics are
already a source of competitive advantage
2. “Data Laggards” – Have yet to gain full benefit from their data

Source: State Street 2013 Data and Analytics Survey conducted by the Economist Intelligence Unit

7
DATA & ANALYTICS

Data Leaders are Better Prepared for the Challenges Ahead
Leaders
Data leaders are more confident in ...

Laggards

% confident in capability (All respondents)

70%

• Generating forward-looking insights
from data

42%

• Integrating risk and performance analytics

72%
50%

• Optimizing their electronic trading strategies

64%
53%

By contrast, data laggards are …
• More likely to get distracted by the
complexity of data management

X

% agree with statement (All respondents)

7%
33%

• Less likely to feel their data capabilities are
keeping pace with the growth of their
business
Source: State Street 2013 Data and Analytics Survey conducted by the Economist Intelligence Unit

92%
50%

8
DATA & ANALYTICS

Data Leaders Have Smarter Tools for Managing Risk, Compliance
and Performance
% that view area as a strength (All respondents)
Leader

81%

Tools for regulatory compliance
Laggard

63%

Leader

60%

Multi-asset class risk tools
Laggard

38%

Leader

70%

Custom benchmarks/indices
Laggard

Source: State Street 2013 Data and Analytics Survey conducted by the Economist Intelligence Unit

59%

9
DATA & ANALYTICS

Defining a New Service Model

Data You Can Trust

Adaptable Systems

Smarter Insights

Challenge

• Accuracy of information is
the top data challenge for
asset owners (cited by 36
percent)

• Systems must adapt to
support multiple
geographies, asset
classes and regulatory
regimes

• Only 13 percent of
asset owners have all
of the talent they
need to manage data
effectively

Solution

• Trusted data providers

• Systems that support
global reporting

• New outsourcing
models focused on
insight as well as
cost

• Integrate data to achieve
“one version of the truth”

• Integrated view on risk
and performance

10
DATA & ANALYTICS

In Summary: How to Become a Data-Driven Investor

Integrate Your Data

• Enterprise data warehouses help make information accessible and
easier to analyze across the organization

Get Smarter on Risk

• New technology can help provide a holistic view of risk across multiasset portfolios

Manage Regulation

• Asset owners need flexible reporting platforms to meet evolving
regulatory demands across multiple jurisdictions

Accelerate Investment
Decisions

• In a world where investment opportunities are fleeting, real-time data
can help asset owners to act faster on their investment insights

Future-Proof Your
Systems

• Asset owners need flexible systems that can support new asset
classes, complex mandates and offshore assets

11
DATA & ANALYTICS

This document is for marketing and/or informational purposes only, it does not take into account any investor's particular investment objectives,
strategies or tax and legal status, nor does it purport to be comprehensive or intended to replace the exercise of a clients own careful independent
review regarding any corresponding investment decision or review of our products and services prior to making any decision regarding their
utilization. This does not constitute investment, legal, or tax advice and is not a solicitation to for products or services or intended to constitute any
binding contractual arrangement or commitment by State Street and/or any subsidiary referenced herein to provide securities services. State Street
hereby disclaims all liability, whether arising in contract, tort or otherwise, for any losses, liabilities, damages, expenses or costs arising, either
direct or consequential, from or in connection with the use of this document and/or the information herein.
This document contains certain statements that may be deemed forward-looking statements, which are based on certain assumptions and
analyses made in light of experience and perception of historical trends, current conditions, expected future developments and other factors
believed appropriate in the circumstances.

© 2013 State Street Corporation

CORP-0918

12

Contenu connexe

Tendances

A Hands-on Future of Endowments and Foundations
A Hands-on Future of Endowments and FoundationsA Hands-on Future of Endowments and Foundations
A Hands-on Future of Endowments and FoundationsState Street
 
The Innovator’s Journey: Asset Owners Insights
The Innovator’s Journey: Asset Owners Insights The Innovator’s Journey: Asset Owners Insights
The Innovator’s Journey: Asset Owners Insights State Street
 
The Innovator’s Journey: Alternative Asset Managers
The Innovator’s Journey: Alternative Asset ManagersThe Innovator’s Journey: Alternative Asset Managers
The Innovator’s Journey: Alternative Asset ManagersState Street
 
The Next Alternative: Private Equity Asset Class Summary
The Next Alternative: Private Equity Asset Class SummaryThe Next Alternative: Private Equity Asset Class Summary
The Next Alternative: Private Equity Asset Class SummaryState Street
 
The Innovator’s Journey: Asset Manager Insights
The Innovator’s Journey: Asset Manager InsightsThe Innovator’s Journey: Asset Manager Insights
The Innovator’s Journey: Asset Manager InsightsState Street
 
Asset managers sector final paper
Asset managers sector final paperAsset managers sector final paper
Asset managers sector final paperKerrie Lloyd
 
Data analytics 2 analytics in the audit slides
Data analytics 2 analytics in the audit slides Data analytics 2 analytics in the audit slides
Data analytics 2 analytics in the audit slides Jim Kaplan CIA CFE
 
Investment Management and the Fintech Revolution
Investment Management and the Fintech RevolutionInvestment Management and the Fintech Revolution
Investment Management and the Fintech RevolutionState Street
 
Leading Compliance Monitoring Activities to Assess Fraud and Corruption Risks
Leading Compliance Monitoring Activities to Assess Fraud and Corruption RisksLeading Compliance Monitoring Activities to Assess Fraud and Corruption Risks
Leading Compliance Monitoring Activities to Assess Fraud and Corruption RisksRachel Hamilton
 
Business analytics in healthcare & life science
Business analytics in healthcare & life scienceBusiness analytics in healthcare & life science
Business analytics in healthcare & life scienceSanjay Choubey
 
Accenture-Applying-Analytics-Transform-Internal-Audit-for-High-Performance
Accenture-Applying-Analytics-Transform-Internal-Audit-for-High-PerformanceAccenture-Applying-Analytics-Transform-Internal-Audit-for-High-Performance
Accenture-Applying-Analytics-Transform-Internal-Audit-for-High-PerformanceDave Hildebrand
 
Audit: Breaking Down Barriers to Increase the Use of Data Analytics
Audit: Breaking Down Barriers to Increase the Use of Data AnalyticsAudit: Breaking Down Barriers to Increase the Use of Data Analytics
Audit: Breaking Down Barriers to Increase the Use of Data AnalyticsCaseWare IDEA
 
Unlocking the power of healthcare data
Unlocking the power of healthcare dataUnlocking the power of healthcare data
Unlocking the power of healthcare dataCybera Inc.
 
Dept of Homeland Security presentation at the Chief Analytics Officer Forum E...
Dept of Homeland Security presentation at the Chief Analytics Officer Forum E...Dept of Homeland Security presentation at the Chief Analytics Officer Forum E...
Dept of Homeland Security presentation at the Chief Analytics Officer Forum E...Chief Analytics Officer Forum
 
Internal Audit with Data Analytics
Internal Audit with Data AnalyticsInternal Audit with Data Analytics
Internal Audit with Data AnalyticsMitesh Katira
 
The Future of Internal Audit through data analytics
The Future of Internal Audit through data analyticsThe Future of Internal Audit through data analytics
The Future of Internal Audit through data analyticsGrant Thornton LLP
 
Turning internal audit into the data analytics epicenter for your organization
Turning internal audit into the data analytics epicenter for your organizationTurning internal audit into the data analytics epicenter for your organization
Turning internal audit into the data analytics epicenter for your organizationACL Services
 
Driving Change in Relationship-Driven Businesses | How Citi Uses Data Science...
Driving Change in Relationship-Driven Businesses | How Citi Uses Data Science...Driving Change in Relationship-Driven Businesses | How Citi Uses Data Science...
Driving Change in Relationship-Driven Businesses | How Citi Uses Data Science...Molly Alexander
 

Tendances (20)

A Hands-on Future of Endowments and Foundations
A Hands-on Future of Endowments and FoundationsA Hands-on Future of Endowments and Foundations
A Hands-on Future of Endowments and Foundations
 
The Innovator’s Journey: Asset Owners Insights
The Innovator’s Journey: Asset Owners Insights The Innovator’s Journey: Asset Owners Insights
The Innovator’s Journey: Asset Owners Insights
 
The Innovator’s Journey: Alternative Asset Managers
The Innovator’s Journey: Alternative Asset ManagersThe Innovator’s Journey: Alternative Asset Managers
The Innovator’s Journey: Alternative Asset Managers
 
The Next Alternative: Private Equity Asset Class Summary
The Next Alternative: Private Equity Asset Class SummaryThe Next Alternative: Private Equity Asset Class Summary
The Next Alternative: Private Equity Asset Class Summary
 
The Innovator’s Journey: Asset Manager Insights
The Innovator’s Journey: Asset Manager InsightsThe Innovator’s Journey: Asset Manager Insights
The Innovator’s Journey: Asset Manager Insights
 
Asset managers sector final paper
Asset managers sector final paperAsset managers sector final paper
Asset managers sector final paper
 
Data analytics 2 analytics in the audit slides
Data analytics 2 analytics in the audit slides Data analytics 2 analytics in the audit slides
Data analytics 2 analytics in the audit slides
 
Investment Management and the Fintech Revolution
Investment Management and the Fintech RevolutionInvestment Management and the Fintech Revolution
Investment Management and the Fintech Revolution
 
Helping asset managers navigate the data sea
Helping asset managers navigate the data seaHelping asset managers navigate the data sea
Helping asset managers navigate the data sea
 
Leading Compliance Monitoring Activities to Assess Fraud and Corruption Risks
Leading Compliance Monitoring Activities to Assess Fraud and Corruption RisksLeading Compliance Monitoring Activities to Assess Fraud and Corruption Risks
Leading Compliance Monitoring Activities to Assess Fraud and Corruption Risks
 
Business analytics in healthcare & life science
Business analytics in healthcare & life scienceBusiness analytics in healthcare & life science
Business analytics in healthcare & life science
 
Finance Analytics
Finance AnalyticsFinance Analytics
Finance Analytics
 
Accenture-Applying-Analytics-Transform-Internal-Audit-for-High-Performance
Accenture-Applying-Analytics-Transform-Internal-Audit-for-High-PerformanceAccenture-Applying-Analytics-Transform-Internal-Audit-for-High-Performance
Accenture-Applying-Analytics-Transform-Internal-Audit-for-High-Performance
 
Audit: Breaking Down Barriers to Increase the Use of Data Analytics
Audit: Breaking Down Barriers to Increase the Use of Data AnalyticsAudit: Breaking Down Barriers to Increase the Use of Data Analytics
Audit: Breaking Down Barriers to Increase the Use of Data Analytics
 
Unlocking the power of healthcare data
Unlocking the power of healthcare dataUnlocking the power of healthcare data
Unlocking the power of healthcare data
 
Dept of Homeland Security presentation at the Chief Analytics Officer Forum E...
Dept of Homeland Security presentation at the Chief Analytics Officer Forum E...Dept of Homeland Security presentation at the Chief Analytics Officer Forum E...
Dept of Homeland Security presentation at the Chief Analytics Officer Forum E...
 
Internal Audit with Data Analytics
Internal Audit with Data AnalyticsInternal Audit with Data Analytics
Internal Audit with Data Analytics
 
The Future of Internal Audit through data analytics
The Future of Internal Audit through data analyticsThe Future of Internal Audit through data analytics
The Future of Internal Audit through data analytics
 
Turning internal audit into the data analytics epicenter for your organization
Turning internal audit into the data analytics epicenter for your organizationTurning internal audit into the data analytics epicenter for your organization
Turning internal audit into the data analytics epicenter for your organization
 
Driving Change in Relationship-Driven Businesses | How Citi Uses Data Science...
Driving Change in Relationship-Driven Businesses | How Citi Uses Data Science...Driving Change in Relationship-Driven Businesses | How Citi Uses Data Science...
Driving Change in Relationship-Driven Businesses | How Citi Uses Data Science...
 

En vedette

The Next Alternative: Hedge Fund Asset Class Summary
The Next Alternative: Hedge Fund Asset Class SummaryThe Next Alternative: Hedge Fund Asset Class Summary
The Next Alternative: Hedge Fund Asset Class SummaryState Street
 
Financial planning process 1 powerpoint ppt slides.
Financial planning process 1 powerpoint ppt slides.Financial planning process 1 powerpoint ppt slides.
Financial planning process 1 powerpoint ppt slides.SlideTeam.net
 
Everything your startup needs to know about accounting
Everything your startup needs to know about accountingEverything your startup needs to know about accounting
Everything your startup needs to know about accountingThe Idea Village
 
The dream pitch an investor would like to see
The dream pitch an investor would like to seeThe dream pitch an investor would like to see
The dream pitch an investor would like to seeYourStory Media Pvt Ltd
 
Investing in fintech: Trends in financial technology for investors and entrep...
Investing in fintech: Trends in financial technology for investors and entrep...Investing in fintech: Trends in financial technology for investors and entrep...
Investing in fintech: Trends in financial technology for investors and entrep...OurCrowd
 
What's a good startup ? - Founder and Investor Point of View
What's a good startup ? - Founder and Investor Point of ViewWhat's a good startup ? - Founder and Investor Point of View
What's a good startup ? - Founder and Investor Point of ViewJeremie Berrebi
 
The New Era of Investor Relations
The New Era of Investor RelationsThe New Era of Investor Relations
The New Era of Investor RelationsJoy Schoffler
 
Social Media for Bank Investor Relations
Social Media for Bank Investor RelationsSocial Media for Bank Investor Relations
Social Media for Bank Investor RelationsDave Hogan
 
Investor Presentation Template
Investor Presentation TemplateInvestor Presentation Template
Investor Presentation TemplateShai Goldman
 

En vedette (9)

The Next Alternative: Hedge Fund Asset Class Summary
The Next Alternative: Hedge Fund Asset Class SummaryThe Next Alternative: Hedge Fund Asset Class Summary
The Next Alternative: Hedge Fund Asset Class Summary
 
Financial planning process 1 powerpoint ppt slides.
Financial planning process 1 powerpoint ppt slides.Financial planning process 1 powerpoint ppt slides.
Financial planning process 1 powerpoint ppt slides.
 
Everything your startup needs to know about accounting
Everything your startup needs to know about accountingEverything your startup needs to know about accounting
Everything your startup needs to know about accounting
 
The dream pitch an investor would like to see
The dream pitch an investor would like to seeThe dream pitch an investor would like to see
The dream pitch an investor would like to see
 
Investing in fintech: Trends in financial technology for investors and entrep...
Investing in fintech: Trends in financial technology for investors and entrep...Investing in fintech: Trends in financial technology for investors and entrep...
Investing in fintech: Trends in financial technology for investors and entrep...
 
What's a good startup ? - Founder and Investor Point of View
What's a good startup ? - Founder and Investor Point of ViewWhat's a good startup ? - Founder and Investor Point of View
What's a good startup ? - Founder and Investor Point of View
 
The New Era of Investor Relations
The New Era of Investor RelationsThe New Era of Investor Relations
The New Era of Investor Relations
 
Social Media for Bank Investor Relations
Social Media for Bank Investor RelationsSocial Media for Bank Investor Relations
Social Media for Bank Investor Relations
 
Investor Presentation Template
Investor Presentation TemplateInvestor Presentation Template
Investor Presentation Template
 

Similaire à The Data-Driven Investor: How Technology Changes the Game for Today’s Asset Owners

AIST Presentation: Platforms for Growth: Technology Innovations in the Insura...
AIST Presentation: Platforms for Growth: Technology Innovations in the Insura...AIST Presentation: Platforms for Growth: Technology Innovations in the Insura...
AIST Presentation: Platforms for Growth: Technology Innovations in the Insura...State Street
 
Platforms for Growth: Technology Innovations in the Insurance Industry
Platforms for Growth:Technology Innovations in the Insurance IndustryPlatforms for Growth:Technology Innovations in the Insurance Industry
Platforms for Growth: Technology Innovations in the Insurance IndustryState Street
 
Analitiği Kullanarak Yüksek Performans Göstermek ve Lider Olmak Hakan Yılmaz...
Analitiği Kullanarak Yüksek Performans Göstermek ve Lider Olmak  Hakan Yılmaz...Analitiği Kullanarak Yüksek Performans Göstermek ve Lider Olmak  Hakan Yılmaz...
Analitiği Kullanarak Yüksek Performans Göstermek ve Lider Olmak Hakan Yılmaz...Webrazzi
 
Data & the Machine Sofa Summit
Data & the Machine Sofa Summit Data & the Machine Sofa Summit
Data & the Machine Sofa Summit Privacera
 
PwC's Unlock data possibilities - infographic
PwC's Unlock data possibilities - infographicPwC's Unlock data possibilities - infographic
PwC's Unlock data possibilities - infographicPwC
 
Slides: Taking an Active Approach to Data Governance
Slides: Taking an Active Approach to Data GovernanceSlides: Taking an Active Approach to Data Governance
Slides: Taking an Active Approach to Data GovernanceDATAVERSITY
 
Data Integrity Trends
Data Integrity TrendsData Integrity Trends
Data Integrity TrendsPrecisely
 
Data Innovation Summit: Data Integrity Trends
Data Innovation Summit: Data Integrity TrendsData Innovation Summit: Data Integrity Trends
Data Innovation Summit: Data Integrity TrendsPrecisely
 
Présentation Forrester - Forum MDM Micropole 2014
Présentation Forrester - Forum MDM Micropole 2014Présentation Forrester - Forum MDM Micropole 2014
Présentation Forrester - Forum MDM Micropole 2014Micropole Group
 
Maximize your Information Capital_Rado Kotorv_Summit italia 2013
Maximize your Information Capital_Rado Kotorv_Summit italia 2013Maximize your Information Capital_Rado Kotorv_Summit italia 2013
Maximize your Information Capital_Rado Kotorv_Summit italia 2013Pragma Management Systems S.r.l.
 
Data Analysis Methods 101 - Turning Raw Data Into Actionable Insights
Data Analysis Methods 101 - Turning Raw Data Into Actionable InsightsData Analysis Methods 101 - Turning Raw Data Into Actionable Insights
Data Analysis Methods 101 - Turning Raw Data Into Actionable InsightsDataSpace Academy
 
Analytic Transformation | 2013 Loras College Business Analytics Symposium
Analytic Transformation | 2013 Loras College Business Analytics SymposiumAnalytic Transformation | 2013 Loras College Business Analytics Symposium
Analytic Transformation | 2013 Loras College Business Analytics SymposiumCartegraph
 
How to Create a Data Analytics Roadmap
How to Create a Data Analytics RoadmapHow to Create a Data Analytics Roadmap
How to Create a Data Analytics RoadmapCCG
 
Introduction to DCAM, the Data Management Capability Assessment Model - Editi...
Introduction to DCAM, the Data Management Capability Assessment Model - Editi...Introduction to DCAM, the Data Management Capability Assessment Model - Editi...
Introduction to DCAM, the Data Management Capability Assessment Model - Editi...Element22
 
Why and How You Should Lead the Evolution of Your People Ecosystem (Stephen O...
Why and How You Should Lead the Evolution of Your People Ecosystem (Stephen O...Why and How You Should Lead the Evolution of Your People Ecosystem (Stephen O...
Why and How You Should Lead the Evolution of Your People Ecosystem (Stephen O...Executive Leaders Network
 
The Strategic CFO
The Strategic CFO The Strategic CFO
The Strategic CFO State Street
 
Odsc east 2022 slides
Odsc east 2022 slidesOdsc east 2022 slides
Odsc east 2022 slidesgmoseley3
 
Big Data Tools PowerPoint Presentation Slides
Big Data Tools PowerPoint Presentation SlidesBig Data Tools PowerPoint Presentation Slides
Big Data Tools PowerPoint Presentation SlidesSlideTeam
 

Similaire à The Data-Driven Investor: How Technology Changes the Game for Today’s Asset Owners (20)

DataFullReport
DataFullReportDataFullReport
DataFullReport
 
AIST Presentation: Platforms for Growth: Technology Innovations in the Insura...
AIST Presentation: Platforms for Growth: Technology Innovations in the Insura...AIST Presentation: Platforms for Growth: Technology Innovations in the Insura...
AIST Presentation: Platforms for Growth: Technology Innovations in the Insura...
 
Platforms for Growth: Technology Innovations in the Insurance Industry
Platforms for Growth:Technology Innovations in the Insurance IndustryPlatforms for Growth:Technology Innovations in the Insurance Industry
Platforms for Growth: Technology Innovations in the Insurance Industry
 
Analitiği Kullanarak Yüksek Performans Göstermek ve Lider Olmak Hakan Yılmaz...
Analitiği Kullanarak Yüksek Performans Göstermek ve Lider Olmak  Hakan Yılmaz...Analitiği Kullanarak Yüksek Performans Göstermek ve Lider Olmak  Hakan Yılmaz...
Analitiği Kullanarak Yüksek Performans Göstermek ve Lider Olmak Hakan Yılmaz...
 
Data & the Machine Sofa Summit
Data & the Machine Sofa Summit Data & the Machine Sofa Summit
Data & the Machine Sofa Summit
 
PwC's Unlock data possibilities - infographic
PwC's Unlock data possibilities - infographicPwC's Unlock data possibilities - infographic
PwC's Unlock data possibilities - infographic
 
Slides: Taking an Active Approach to Data Governance
Slides: Taking an Active Approach to Data GovernanceSlides: Taking an Active Approach to Data Governance
Slides: Taking an Active Approach to Data Governance
 
Data Integrity Trends
Data Integrity TrendsData Integrity Trends
Data Integrity Trends
 
Data Innovation Summit: Data Integrity Trends
Data Innovation Summit: Data Integrity TrendsData Innovation Summit: Data Integrity Trends
Data Innovation Summit: Data Integrity Trends
 
Présentation Forrester - Forum MDM Micropole 2014
Présentation Forrester - Forum MDM Micropole 2014Présentation Forrester - Forum MDM Micropole 2014
Présentation Forrester - Forum MDM Micropole 2014
 
Maximize your Information Capital_Rado Kotorv_Summit italia 2013
Maximize your Information Capital_Rado Kotorv_Summit italia 2013Maximize your Information Capital_Rado Kotorv_Summit italia 2013
Maximize your Information Capital_Rado Kotorv_Summit italia 2013
 
Data Analysis Methods 101 - Turning Raw Data Into Actionable Insights
Data Analysis Methods 101 - Turning Raw Data Into Actionable InsightsData Analysis Methods 101 - Turning Raw Data Into Actionable Insights
Data Analysis Methods 101 - Turning Raw Data Into Actionable Insights
 
Analytic Transformation | 2013 Loras College Business Analytics Symposium
Analytic Transformation | 2013 Loras College Business Analytics SymposiumAnalytic Transformation | 2013 Loras College Business Analytics Symposium
Analytic Transformation | 2013 Loras College Business Analytics Symposium
 
How to Create a Data Analytics Roadmap
How to Create a Data Analytics RoadmapHow to Create a Data Analytics Roadmap
How to Create a Data Analytics Roadmap
 
Introduction to DCAM, the Data Management Capability Assessment Model - Editi...
Introduction to DCAM, the Data Management Capability Assessment Model - Editi...Introduction to DCAM, the Data Management Capability Assessment Model - Editi...
Introduction to DCAM, the Data Management Capability Assessment Model - Editi...
 
Big data Analytics
Big data AnalyticsBig data Analytics
Big data Analytics
 
Why and How You Should Lead the Evolution of Your People Ecosystem (Stephen O...
Why and How You Should Lead the Evolution of Your People Ecosystem (Stephen O...Why and How You Should Lead the Evolution of Your People Ecosystem (Stephen O...
Why and How You Should Lead the Evolution of Your People Ecosystem (Stephen O...
 
The Strategic CFO
The Strategic CFO The Strategic CFO
The Strategic CFO
 
Odsc east 2022 slides
Odsc east 2022 slidesOdsc east 2022 slides
Odsc east 2022 slides
 
Big Data Tools PowerPoint Presentation Slides
Big Data Tools PowerPoint Presentation SlidesBig Data Tools PowerPoint Presentation Slides
Big Data Tools PowerPoint Presentation Slides
 

Plus de State Street

State Street LIVE: Munich
State Street LIVE: MunichState Street LIVE: Munich
State Street LIVE: MunichState Street
 
State Street LIVE: Research Retreat
State Street LIVE: Research RetreatState Street LIVE: Research Retreat
State Street LIVE: Research RetreatState Street
 
Massachusetts Conference for Women
Massachusetts Conference for WomenMassachusetts Conference for Women
Massachusetts Conference for WomenState Street
 
European Client Conference
European Client ConferenceEuropean Client Conference
European Client ConferenceState Street
 
European Client Conference
European Client ConferenceEuropean Client Conference
European Client ConferenceState Street
 
Hannah Grove at FT Live
Hannah Grove at FT LiveHannah Grove at FT Live
Hannah Grove at FT LiveState Street
 
Hannah Grove at FT Live
Hannah Grove at FT LiveHannah Grove at FT Live
Hannah Grove at FT LiveState Street
 
Hannah Grove at FT Live
Hannah Grove at FT LiveHannah Grove at FT Live
Hannah Grove at FT LiveState Street
 
Hannah Grove at FT Live
Hannah Grove at FT LiveHannah Grove at FT Live
Hannah Grove at FT LiveState Street
 
Brexit Explainer Series
Brexit Explainer SeriesBrexit Explainer Series
Brexit Explainer SeriesState Street
 
State Street Global Research Retreats
State Street Global Research RetreatsState Street Global Research Retreats
State Street Global Research RetreatsState Street
 
Ron O'Hanley's Open Letter to Congress
Ron O'Hanley's Open Letter to CongressRon O'Hanley's Open Letter to Congress
Ron O'Hanley's Open Letter to CongressState Street
 
Asset Owner Client Quote
Asset Owner Client QuoteAsset Owner Client Quote
Asset Owner Client QuoteState Street
 
Alternatives Experts Wanted
Alternatives Experts WantedAlternatives Experts Wanted
Alternatives Experts WantedState Street
 
Search for Transparency
Search for TransparencySearch for Transparency
Search for TransparencyState Street
 
Acceleration into Alternatives
Acceleration into AlternativesAcceleration into Alternatives
Acceleration into AlternativesState Street
 
Asset Owners Newsletter (Italian)
Asset Owners Newsletter (Italian)Asset Owners Newsletter (Italian)
Asset Owners Newsletter (Italian)State Street
 

Plus de State Street (20)

State Street LIVE: Munich
State Street LIVE: MunichState Street LIVE: Munich
State Street LIVE: Munich
 
State Street LIVE: Research Retreat
State Street LIVE: Research RetreatState Street LIVE: Research Retreat
State Street LIVE: Research Retreat
 
Massachusetts Conference for Women
Massachusetts Conference for WomenMassachusetts Conference for Women
Massachusetts Conference for Women
 
European Client Conference
European Client ConferenceEuropean Client Conference
European Client Conference
 
State Street LIVE
State Street LIVEState Street LIVE
State Street LIVE
 
European Client Conference
European Client ConferenceEuropean Client Conference
European Client Conference
 
Hannah Grove at FT Live
Hannah Grove at FT LiveHannah Grove at FT Live
Hannah Grove at FT Live
 
Hannah Grove at FT Live
Hannah Grove at FT LiveHannah Grove at FT Live
Hannah Grove at FT Live
 
Hannah Grove at FT Live
Hannah Grove at FT LiveHannah Grove at FT Live
Hannah Grove at FT Live
 
Hannah Grove at FT Live
Hannah Grove at FT LiveHannah Grove at FT Live
Hannah Grove at FT Live
 
Brexit Explainer Series
Brexit Explainer SeriesBrexit Explainer Series
Brexit Explainer Series
 
State Street Global Research Retreats
State Street Global Research RetreatsState Street Global Research Retreats
State Street Global Research Retreats
 
Ron O'Hanley's Open Letter to Congress
Ron O'Hanley's Open Letter to CongressRon O'Hanley's Open Letter to Congress
Ron O'Hanley's Open Letter to Congress
 
Asset Owner Client Quote
Asset Owner Client QuoteAsset Owner Client Quote
Asset Owner Client Quote
 
Alternatives Experts Wanted
Alternatives Experts WantedAlternatives Experts Wanted
Alternatives Experts Wanted
 
Search for Transparency
Search for TransparencySearch for Transparency
Search for Transparency
 
Acceleration into Alternatives
Acceleration into AlternativesAcceleration into Alternatives
Acceleration into Alternatives
 
PWC Quote
PWC QuotePWC Quote
PWC Quote
 
Ilmarinen Quote
Ilmarinen QuoteIlmarinen Quote
Ilmarinen Quote
 
Asset Owners Newsletter (Italian)
Asset Owners Newsletter (Italian)Asset Owners Newsletter (Italian)
Asset Owners Newsletter (Italian)
 

Dernier

PMFBY , Pradhan Mantri Fasal bima yojna
PMFBY , Pradhan Mantri  Fasal bima yojnaPMFBY , Pradhan Mantri  Fasal bima yojna
PMFBY , Pradhan Mantri Fasal bima yojnaDharmendra Kumar
 
Call Girls Near Me WhatsApp:+91-9833363713
Call Girls Near Me WhatsApp:+91-9833363713Call Girls Near Me WhatsApp:+91-9833363713
Call Girls Near Me WhatsApp:+91-9833363713Sonam Pathan
 
NO1 WorldWide Genuine vashikaran specialist Vashikaran baba near Lahore Vashi...
NO1 WorldWide Genuine vashikaran specialist Vashikaran baba near Lahore Vashi...NO1 WorldWide Genuine vashikaran specialist Vashikaran baba near Lahore Vashi...
NO1 WorldWide Genuine vashikaran specialist Vashikaran baba near Lahore Vashi...Amil baba
 
(中央兰开夏大学毕业证学位证成绩单-案例)
(中央兰开夏大学毕业证学位证成绩单-案例)(中央兰开夏大学毕业证学位证成绩单-案例)
(中央兰开夏大学毕业证学位证成绩单-案例)twfkn8xj
 
Stock Market Brief Deck FOR 4/17 video.pdf
Stock Market Brief Deck FOR 4/17 video.pdfStock Market Brief Deck FOR 4/17 video.pdf
Stock Market Brief Deck FOR 4/17 video.pdfMichael Silva
 
Bladex 1Q24 Earning Results Presentation
Bladex 1Q24 Earning Results PresentationBladex 1Q24 Earning Results Presentation
Bladex 1Q24 Earning Results PresentationBladex
 
Vp Girls near me Delhi Call Now or WhatsApp
Vp Girls near me Delhi Call Now or WhatsAppVp Girls near me Delhi Call Now or WhatsApp
Vp Girls near me Delhi Call Now or WhatsAppmiss dipika
 
Stock Market Brief Deck for 4/24/24 .pdf
Stock Market Brief Deck for 4/24/24 .pdfStock Market Brief Deck for 4/24/24 .pdf
Stock Market Brief Deck for 4/24/24 .pdfMichael Silva
 
Authentic No 1 Amil Baba In Pakistan Authentic No 1 Amil Baba In Karachi No 1...
Authentic No 1 Amil Baba In Pakistan Authentic No 1 Amil Baba In Karachi No 1...Authentic No 1 Amil Baba In Pakistan Authentic No 1 Amil Baba In Karachi No 1...
Authentic No 1 Amil Baba In Pakistan Authentic No 1 Amil Baba In Karachi No 1...First NO1 World Amil baba in Faisalabad
 
Call Girls Near Golden Tulip Essential Hotel, New Delhi 9873777170
Call Girls Near Golden Tulip Essential Hotel, New Delhi 9873777170Call Girls Near Golden Tulip Essential Hotel, New Delhi 9873777170
Call Girls Near Golden Tulip Essential Hotel, New Delhi 9873777170Sonam Pathan
 
SBP-Market-Operations and market managment
SBP-Market-Operations and market managmentSBP-Market-Operations and market managment
SBP-Market-Operations and market managmentfactical
 
Tenets of Physiocracy History of Economic
Tenets of Physiocracy History of EconomicTenets of Physiocracy History of Economic
Tenets of Physiocracy History of Economiccinemoviesu
 
Quantitative Analysis of Retail Sector Companies
Quantitative Analysis of Retail Sector CompaniesQuantitative Analysis of Retail Sector Companies
Quantitative Analysis of Retail Sector Companiesprashantbhati354
 
原版1:1复刻堪萨斯大学毕业证KU毕业证留信学历认证
原版1:1复刻堪萨斯大学毕业证KU毕业证留信学历认证原版1:1复刻堪萨斯大学毕业证KU毕业证留信学历认证
原版1:1复刻堪萨斯大学毕业证KU毕业证留信学历认证jdkhjh
 
GOODSANDSERVICETAX IN INDIAN ECONOMY IMPACT
GOODSANDSERVICETAX IN INDIAN ECONOMY IMPACTGOODSANDSERVICETAX IN INDIAN ECONOMY IMPACT
GOODSANDSERVICETAX IN INDIAN ECONOMY IMPACTharshitverma1762
 
magnetic-pensions-a-new-blueprint-for-the-dc-landscape.pdf
magnetic-pensions-a-new-blueprint-for-the-dc-landscape.pdfmagnetic-pensions-a-new-blueprint-for-the-dc-landscape.pdf
magnetic-pensions-a-new-blueprint-for-the-dc-landscape.pdfHenry Tapper
 
The Core Functions of the Bangko Sentral ng Pilipinas
The Core Functions of the Bangko Sentral ng PilipinasThe Core Functions of the Bangko Sentral ng Pilipinas
The Core Functions of the Bangko Sentral ng PilipinasCherylouCamus
 
letter-from-the-chair-to-the-fca-relating-to-british-steel-pensions-scheme-15...
letter-from-the-chair-to-the-fca-relating-to-british-steel-pensions-scheme-15...letter-from-the-chair-to-the-fca-relating-to-british-steel-pensions-scheme-15...
letter-from-the-chair-to-the-fca-relating-to-british-steel-pensions-scheme-15...Henry Tapper
 
Managing Finances in a Small Business (yes).pdf
Managing Finances  in a Small Business (yes).pdfManaging Finances  in a Small Business (yes).pdf
Managing Finances in a Small Business (yes).pdfmar yame
 

Dernier (20)

PMFBY , Pradhan Mantri Fasal bima yojna
PMFBY , Pradhan Mantri  Fasal bima yojnaPMFBY , Pradhan Mantri  Fasal bima yojna
PMFBY , Pradhan Mantri Fasal bima yojna
 
Call Girls Near Me WhatsApp:+91-9833363713
Call Girls Near Me WhatsApp:+91-9833363713Call Girls Near Me WhatsApp:+91-9833363713
Call Girls Near Me WhatsApp:+91-9833363713
 
NO1 WorldWide Genuine vashikaran specialist Vashikaran baba near Lahore Vashi...
NO1 WorldWide Genuine vashikaran specialist Vashikaran baba near Lahore Vashi...NO1 WorldWide Genuine vashikaran specialist Vashikaran baba near Lahore Vashi...
NO1 WorldWide Genuine vashikaran specialist Vashikaran baba near Lahore Vashi...
 
(中央兰开夏大学毕业证学位证成绩单-案例)
(中央兰开夏大学毕业证学位证成绩单-案例)(中央兰开夏大学毕业证学位证成绩单-案例)
(中央兰开夏大学毕业证学位证成绩单-案例)
 
Monthly Economic Monitoring of Ukraine No 231, April 2024
Monthly Economic Monitoring of Ukraine No 231, April 2024Monthly Economic Monitoring of Ukraine No 231, April 2024
Monthly Economic Monitoring of Ukraine No 231, April 2024
 
Stock Market Brief Deck FOR 4/17 video.pdf
Stock Market Brief Deck FOR 4/17 video.pdfStock Market Brief Deck FOR 4/17 video.pdf
Stock Market Brief Deck FOR 4/17 video.pdf
 
Bladex 1Q24 Earning Results Presentation
Bladex 1Q24 Earning Results PresentationBladex 1Q24 Earning Results Presentation
Bladex 1Q24 Earning Results Presentation
 
Vp Girls near me Delhi Call Now or WhatsApp
Vp Girls near me Delhi Call Now or WhatsAppVp Girls near me Delhi Call Now or WhatsApp
Vp Girls near me Delhi Call Now or WhatsApp
 
Stock Market Brief Deck for 4/24/24 .pdf
Stock Market Brief Deck for 4/24/24 .pdfStock Market Brief Deck for 4/24/24 .pdf
Stock Market Brief Deck for 4/24/24 .pdf
 
Authentic No 1 Amil Baba In Pakistan Authentic No 1 Amil Baba In Karachi No 1...
Authentic No 1 Amil Baba In Pakistan Authentic No 1 Amil Baba In Karachi No 1...Authentic No 1 Amil Baba In Pakistan Authentic No 1 Amil Baba In Karachi No 1...
Authentic No 1 Amil Baba In Pakistan Authentic No 1 Amil Baba In Karachi No 1...
 
Call Girls Near Golden Tulip Essential Hotel, New Delhi 9873777170
Call Girls Near Golden Tulip Essential Hotel, New Delhi 9873777170Call Girls Near Golden Tulip Essential Hotel, New Delhi 9873777170
Call Girls Near Golden Tulip Essential Hotel, New Delhi 9873777170
 
SBP-Market-Operations and market managment
SBP-Market-Operations and market managmentSBP-Market-Operations and market managment
SBP-Market-Operations and market managment
 
Tenets of Physiocracy History of Economic
Tenets of Physiocracy History of EconomicTenets of Physiocracy History of Economic
Tenets of Physiocracy History of Economic
 
Quantitative Analysis of Retail Sector Companies
Quantitative Analysis of Retail Sector CompaniesQuantitative Analysis of Retail Sector Companies
Quantitative Analysis of Retail Sector Companies
 
原版1:1复刻堪萨斯大学毕业证KU毕业证留信学历认证
原版1:1复刻堪萨斯大学毕业证KU毕业证留信学历认证原版1:1复刻堪萨斯大学毕业证KU毕业证留信学历认证
原版1:1复刻堪萨斯大学毕业证KU毕业证留信学历认证
 
GOODSANDSERVICETAX IN INDIAN ECONOMY IMPACT
GOODSANDSERVICETAX IN INDIAN ECONOMY IMPACTGOODSANDSERVICETAX IN INDIAN ECONOMY IMPACT
GOODSANDSERVICETAX IN INDIAN ECONOMY IMPACT
 
magnetic-pensions-a-new-blueprint-for-the-dc-landscape.pdf
magnetic-pensions-a-new-blueprint-for-the-dc-landscape.pdfmagnetic-pensions-a-new-blueprint-for-the-dc-landscape.pdf
magnetic-pensions-a-new-blueprint-for-the-dc-landscape.pdf
 
The Core Functions of the Bangko Sentral ng Pilipinas
The Core Functions of the Bangko Sentral ng PilipinasThe Core Functions of the Bangko Sentral ng Pilipinas
The Core Functions of the Bangko Sentral ng Pilipinas
 
letter-from-the-chair-to-the-fca-relating-to-british-steel-pensions-scheme-15...
letter-from-the-chair-to-the-fca-relating-to-british-steel-pensions-scheme-15...letter-from-the-chair-to-the-fca-relating-to-british-steel-pensions-scheme-15...
letter-from-the-chair-to-the-fca-relating-to-british-steel-pensions-scheme-15...
 
Managing Finances in a Small Business (yes).pdf
Managing Finances  in a Small Business (yes).pdfManaging Finances  in a Small Business (yes).pdf
Managing Finances in a Small Business (yes).pdf
 

The Data-Driven Investor: How Technology Changes the Game for Today’s Asset Owners

  • 1. DATA & ANALYTICS The Data-Driven Investor: How Technology Changes the Game for Today’s Asset Owners Featuring highlights of the State Street 2013 Data and Analytics Survey Conducted by the Economist Intelligence Unit
  • 2. DATA & ANALYTICS About the Research A global survey of more than 400 asset managers and institutional asset owners on investment data and analytics, conducted by the Economist Intelligence Unit on behalf of State Street (August and September 2013). More than 200 asset owners participated in the survey. Respondents by Region Respondents by Type 20% 33% 8% 8% 34% 16% 18% 11% 33% North America Europe Asia Pacific 19% Diversified Asset Managers Traditional Asset Managers Alternative Asset Managers Other Pension Funds Insurers Banks Source: State Street 2013 Data and Analytics Survey conducted by the Economist Intelligence Unit 2
  • 3. DATA & ANALYTICS Five Trends That Will Stretch Asset Owners’ Data Systems Advanced Data Capabilities Will be Key to Meeting Many of the Industry’s Most Pressing Challenges Strategic Impact Data Challenge New Operating Models Asset owners are insourcing more asset management Front-office tools and infrastructure required to manage their own assets more effectively Move to Multi-Asset Portfolios Search for yield is driving more asset owners to embrace alternatives Multi-asset class risk and performance analytics New Approaches to Risk Management New risk-oriented approaches to investment New risk data on broader set of assets, combined with more sophisticated analytics Changing Investment Styles Major shift by pension funds toward liability-driven investment strategy New tools and data required to understand and model future cash flows versus liabilities Regulatory Evolution Massively increased reporting requirements as regulators adopt a “look-through” approach to risk Flexible platforms that enable data to be collected, transformed and reported on across multiple regulatory regimes 3
  • 4. DATA & ANALYTICS Asset Owners are Investing Heavily to Keep Pace % Change In Investment into Data and Analytics Over Past Three Years (Asset owner respondents only) Significantly increased our investment (>20%) 12% Slightly increased our investment (1-20%) 71% Made no change Slightly decreased our investment (1-20%) Significantly decreased our investment (>20%) 12% 3% 1% Source: State Street 2013 Data and Analytics Survey conducted by the Economist Intelligence Unit 4
  • 5. DATA & ANALYTICS Investment is Targeted at Front-Office Execution and Decision-Making Tools How Investment Will Be Prioritized Across a Range of Data Tools (Asset owner respondents only) Order Management Systems / Execution Management Systems • Front-office tools are an investment priority 60% Portfolio optimization 36% • Spend on data and analytics will continue to grow Performance analytics 29% • Need to move closer to realtime information Benchmark data 25% Risk analytics 23% Significant increase Source: State Street 2013 Data and Analytics Survey conducted by the Economist Intelligence Unit 27% 38% 44% 45% 40% Slight increase 5
  • 6. DATA & ANALYTICS Data and Analytics are Now a Firm Priority for Asset Owners … Data is the Key to Addressing a Wide Range of Strategic Concerns (Asset owner respondents only) 2% 11% 35% • 87 percent of institutional asset owners view data and analytics as a high strategic priority • For 35 percent, data and analytics as the most important strategic priority 52% It is the most important strategic priority It is a high strategic priority (near the top) It is a mid-level strategic priority It is a low-level strategic priority (near the bottom) or not at all a strategic priority Source: State Street 2013 Data and Analytics Survey conducted by the Economist Intelligence Unit 6
  • 7. DATA & ANALYTICS Yet the Industry is Polarized by Its Approach Data is a competitive asset … But few know how to use it • 63 percent of asset owners believe data will be a key source of competitive advantage in the future • Only 33 percent of asset owners are reaping the full benefits from their data and analytics capabilities today • 83 percent increased investment in data infrastructure in the past three years • Our research reveals that a capability gap is opening up between data leaders and data laggards An Industry Divided by Data 1. “Data Leaders” – Companies in the survey whose data and analytics are already a source of competitive advantage 2. “Data Laggards” – Have yet to gain full benefit from their data Source: State Street 2013 Data and Analytics Survey conducted by the Economist Intelligence Unit 7
  • 8. DATA & ANALYTICS Data Leaders are Better Prepared for the Challenges Ahead Leaders Data leaders are more confident in ... Laggards % confident in capability (All respondents) 70% • Generating forward-looking insights from data 42% • Integrating risk and performance analytics 72% 50% • Optimizing their electronic trading strategies 64% 53% By contrast, data laggards are … • More likely to get distracted by the complexity of data management X % agree with statement (All respondents) 7% 33% • Less likely to feel their data capabilities are keeping pace with the growth of their business Source: State Street 2013 Data and Analytics Survey conducted by the Economist Intelligence Unit 92% 50% 8
  • 9. DATA & ANALYTICS Data Leaders Have Smarter Tools for Managing Risk, Compliance and Performance % that view area as a strength (All respondents) Leader 81% Tools for regulatory compliance Laggard 63% Leader 60% Multi-asset class risk tools Laggard 38% Leader 70% Custom benchmarks/indices Laggard Source: State Street 2013 Data and Analytics Survey conducted by the Economist Intelligence Unit 59% 9
  • 10. DATA & ANALYTICS Defining a New Service Model Data You Can Trust Adaptable Systems Smarter Insights Challenge • Accuracy of information is the top data challenge for asset owners (cited by 36 percent) • Systems must adapt to support multiple geographies, asset classes and regulatory regimes • Only 13 percent of asset owners have all of the talent they need to manage data effectively Solution • Trusted data providers • Systems that support global reporting • New outsourcing models focused on insight as well as cost • Integrate data to achieve “one version of the truth” • Integrated view on risk and performance 10
  • 11. DATA & ANALYTICS In Summary: How to Become a Data-Driven Investor Integrate Your Data • Enterprise data warehouses help make information accessible and easier to analyze across the organization Get Smarter on Risk • New technology can help provide a holistic view of risk across multiasset portfolios Manage Regulation • Asset owners need flexible reporting platforms to meet evolving regulatory demands across multiple jurisdictions Accelerate Investment Decisions • In a world where investment opportunities are fleeting, real-time data can help asset owners to act faster on their investment insights Future-Proof Your Systems • Asset owners need flexible systems that can support new asset classes, complex mandates and offshore assets 11
  • 12. DATA & ANALYTICS This document is for marketing and/or informational purposes only, it does not take into account any investor's particular investment objectives, strategies or tax and legal status, nor does it purport to be comprehensive or intended to replace the exercise of a clients own careful independent review regarding any corresponding investment decision or review of our products and services prior to making any decision regarding their utilization. This does not constitute investment, legal, or tax advice and is not a solicitation to for products or services or intended to constitute any binding contractual arrangement or commitment by State Street and/or any subsidiary referenced herein to provide securities services. State Street hereby disclaims all liability, whether arising in contract, tort or otherwise, for any losses, liabilities, damages, expenses or costs arising, either direct or consequential, from or in connection with the use of this document and/or the information herein. This document contains certain statements that may be deemed forward-looking statements, which are based on certain assumptions and analyses made in light of experience and perception of historical trends, current conditions, expected future developments and other factors believed appropriate in the circumstances. © 2013 State Street Corporation CORP-0918 12