CHOOSING AN APPROACH TO ANALYTICS: is a single technology platform the right investment?
|
|
- Horace Fox
- 6 years ago
- Views:
Transcription
1 CROSSINGS: The Journal of Business Transformation CHOOSING AN APPROACH TO ANALYTICS: is a single technology platform the right investment? There is virtually no debate about the business value of analytics. Effective analytics provide insights into what happened, why it happened and what is likely to happen in the future, as well as the factors that could help shape different outcomes. But when it comes to the how of analytics including which technology platform(s) will be used to support them there is far less clarity. In this article, Abhishek Bhattacharya explores some of the fundamental challenges of building an analytics capability, including the pros and cons of investing in an all-encompassing technology platform. THE BUILDING BLOCKS OF SUCCESSFUL ANALYTICS Although technology platforms for analytics is the focus of this article, it would be a disservice to readers not to acknowledge that technology represents only a piece of the picture. When it comes to building an analytics capability, the real complexity lies not in the technology but in the business case and the supporting analytics models. To be successful, every analytics initiative must start with a clear understanding of appropriate business cases. How and where will the analytics be used? What are the critical performance indicators and/or business questions that must be measured and analyzed? From there, sources of data must be identified, and data must be modeled that is, structured appropriately for the analytics engine. Analytical models, also known as quantitative models, are a key difference between traditional descriptive reporting and more sophisticated analytics, including those that can help predict or optimize outcomes. With those models in place, the next challenge is ensuring the quality of the data that enters the analytics engine. The phrase garbage in, garbage out applies here. If data is sub-par quality, the output will be too, and business stakeholders will lose trust in the analytics. All of those steps must be executed for every new business problem, and all are technology agnostic. Together, they represent about 80 percent of the effort within any analytics initiative. The remaining 20 percent focuses on technology: choosing a platform; creating a production and testing environment; and conducting performance testing and tuning. The core steps of the effort should help inform the technology decisions and one of the most fundamental is whether to build a one-size-fits-all platform or to develop a series of platforms, each designed for a specific requirement or set of requirements.
2 COME ONE, COME ALL? Opting for a single enterprise analytics platform can seem like a logical decision a way to ensure consistency and cost-effectiveness across all of an organization s analytics initiatives. Yet an allencompassing platform is unlikely to succeed for a number of reasons. The first reason is the sheer diversity of analytics needs. An organization may be able to address its current range of needs, but it can be difficult, if not impossible, to anticipate all of the possible types of analytics it will need in the future. Building a platform around all of those theoretical needs would also come at a very high price in financial terms. Second, a one-size-fits-all platform could cost the organization in terms of opportunity. As the user community becomes more proficient in analytics, they will ask for advanced features and capabilities. In most cases, that involves an evolution from descriptive ( what happened? ) to predictive ( what is likely to happen? ) and prescriptive ( how can we increase the likelihood of our desired outcomes? ) analytics. Building incrementally as these needs arise is a much more palatable solution. An incremental approach also leaves open the opportunity to tap into ongoing innovations. Technology platforms represent a fast-moving, everchanging landscape, where committing to a single stack can cost you the chance to leverage something newer and better. Finally, the advent of cloud computing has revolutionized the way an analytics environment is set up and a technology platform is built. The cloud has significantly reduced the work so that it is now possible to have an environment up and running in days, if not hours. It affords real flexibility, with the ability to grow a platform to support additional users and new types of analytics. It also makes it easy to start small, building credibility and momentum over time. For all of those reasons, building an enterprise platform for analytics is probably not well advised. However, the opposite approach building each component individually and then harmonizing those components can be equally expensive and ineffective. Many of those high costs are spent in integration, data movement and harmonizing the components. STRIKING THE RIGHT BALANCE If neither an all-encompassing platform nor a conglomeration of platforms is the right approach, how should organizations proceed? The key is to strike a balance between building everything and building the bare minimum. Ideally, such an approach would yield an all-encompassing architecture (see Figure 1) that does the following: Embraces layers. Rather than focusing on the platform specifically, think in terms of the layers of any analytics capabilities. An effective architecture will include layers for data, data ingestion and business intelligence. Compared to traditional techniques, this approach affords much more flexibility over time. In particular, when traditional star schema are used, everything is driven out of the schema making it difficult to evolve the platform as analytics needs change. Offers components within each layer. For greater effectiveness and agility, each layer should be built with modular components. The data layer must provide the ability to manage structured, analytical, unstructured and streaming data. The data ingestion layer should have modules for master data management, extract transfer and load (ETL), and data quality management. The BI layer must offer self-service, various types of analytics, visualization capabilities and support for multiple device types. Is designed for evolution. It is important to build an architecture that can easily accommodate change. As part of that, work to build an understanding of the dimensions of potential change (business problems and types of quantitative models, for instance). By understanding the aspects likely to change, you can identify appropriate components and technologies at each layer. Fortunately, modern technologies from columnar databases to the Hadoop open-source software framework are inherently flexible and do not force every part of the solution to be tied to a specific quantitative model or schema. CROSSINGS: The Journal of Business Transformation
3 Business Intelligence & Analytics Self Service Descriptive Visualization Devices Predictive Data Ingestion & Enrichment ETL/ELT Data Quality Master Data Management Data Management & Processing Relational Non-relational Analytical Streaming Entitlements Data Sources OLTP LOB Structured Data Devices Web Documents Figure 1: All-encompassing analytics architecture.
4 THINK BIG, START SMALL Every successful analytics initiative will be built upon a sound framework that includes identifying business value, building models, sourcing data and, ultimately, driving adoption. At every step, technology is a critical enabler, but it should not be the central focus. Nor should it be a barrier. With many analytics technologies now available on the cloud, it is possible to get started with very little upfront capital cost. Using Amazon Web Services, Azure and other cloud services, an organization can begin to build an allencompassing architecture starting small, building something and showing value to the business before making substantial investments. THE AUTHOR Abhishek Bhattacharya is a Vice President of Technology based in Noida, India and leads the Technology Practice at Sapient Global Markets. Abhishek has spent the last 15 years architecting and designing technology solutions for companies around the world. His team is focused on developing market-leading solutions and frameworks for financial and energy services companies. abhattacharya@sapient.com CROSSINGS: The Journal of Business Transformation
5 ABOUT SAPIENT GLOBAL MARKETS Sapient Global Markets, a part of Publicis.Sapient, is a leading provider of services to today s evolving financial and commodity markets. We provide a full range of capabilities to help our clients grow and enhance their businesses, create robust and transparent infrastructure, manage operating costs, and foster innovation throughout their organizations. We offer services across Advisory, Analytics, Technology, and Process, as well as unique methodologies in program management, technology development, and process outsourcing. Sapient Global Markets operates in key financial and commodity centers worldwide, including Boston, Calgary, Chicago, Düsseldorf, Frankfurt, Houston, London, Los Angeles, Milan, New York, Singapore, Washington D.C. and Zürich, as well as in large technology development and operations outsourcing centers in Bangalore, Delhi, and Noida, India. For more information, visit sapientglobalmarkets.com Sapient Corporation. Trademark Information: Sapient and the Sapient logo are trademarks or registered trademarks of Sapient Corporation or its subsidiaries in the U.S. and other countries. All other trade names are trademarks or registered trademarks of their respective holders. Sapient is not regulated by any legal, compliance or financial regulatory authority or body. You remain solely responsible for obtaining independent legal, compliance and financial advice in respect of the Services.
DYNAMICS OF DISRUPTION: an Uber approach to compliance reporting
CROSSINGS: The Journal of Business Transformation DYNAMICS OF DISRUPTION: an Uber approach to compliance reporting With MiFID II requirements looming, firms face the need to build the new capabilities
More informationPus. Program. Your Future starts Here
am Pus Program Your Future starts Here table of Contents 2 1. UniqUe perspective 4 2. about Us 6 3. about our campus program 8 training program 8 program plan 10 roles and locations 12 4. the training
More informationREGULATORY BRIEF. REMIT Transaction Reporting. Jens Schuback Mark Michael Ehlich REGULATORY BRIEF SAPIENT CORPORATION 2014
CE 2 CE 3 REGULATORY BRIEF CE 4 1 2 REMIT Transaction Reporting Jens Schuback Mark Michael Ehlich January 2014 3 1 CONTENTS 1. REMIT in the context of regulatory reform 3 2. Timeline 4 3. Transaction reporting
More informationStaying on the Leading Edge
Human Resources Staying on the Leading Edge Five important qualities for aspiring chief human resources officers So you want to be a CHRO. That s an admirable goal, but keep in mind that the responsibilities
More informationSmart Mortgage Lending
Whitepaper Smart Mortgage Lending Advanced Business Intelligence for the Residential Mortgage Industry Contents 1 Introduction 1 Analytics Today 2 From Data Warehouse to Data Lake 2 Machine Learning and
More informationAnalytics empowering clients to see farther & go faster
Analytics empowering clients to see farther & go faster Vendor Agnostic Data & analytics focus with leading technology expertise Business Value Improve business processes via analytic solutions Partner
More informationAccenture Business Journal for India Shaping the Future with As-a-Service:
Accenture Business Journal for India Shaping the Future with As-a-Service: Transforming businesses with a new approach to boosting profitability and productivity For many companies in India, improving
More informationPERSPECTIVE. Monetize Data
PERSPECTIVE Monetize Data Enterprises today compete on their ability to find new opportunities, create new game - changing phenomena and discover new possibilities. The need for speed, accuracy and efficiency
More informationVideo Analytics. Operational, Marketing and Security Insights from CCTV
Video Analytics Operational, Marketing and Security Insights from CCTV Organizations now have an opportunity to increase the returns they receive from their existing video surveillance infrastructures.
More informationDevOps Journey. adoption after organizational and process changes. Some of the key aspects to be considered are:
VIEWPOINT DevOps Background The world is being transformed in fundamental ways with software and communication technologies. As bits reshape and pervade the atoms, connecting us and the world around us,
More informationThe Technology-Driven of. Project Management. Capitalizing on the Potential Changes and Opportunities
The Technology-Driven of Future Project Management Capitalizing on the Potential Changes and Opportunities Technology is enabling innovation more quickly than even the most optimistic organization thought
More informationEMC ATMOS. Managing big data in the cloud A PROVEN WAY TO INCORPORATE CLOUD BENEFITS INTO YOUR BUSINESS ATMOS FEATURES ESSENTIALS
EMC ATMOS Managing big data in the cloud ESSENTIALS Purpose-built cloud storage platform designed for unlimited global scale Intelligently automates management of content through highly flexible policies
More informationThe importance of a solid data foundation
The importance of a solid data foundation Prepared by: Michael Faloney, Director, RSM US LLP michael.faloney@rsmus.com, +1 804 281 6805 February 2015 This is the first of a three-part series focused on
More informationSupport Services: The Value of Technical Account Managers
Survey Support Services: The Value of Technical Account Managers Rob Brothers IDC OPINION IDC conducted a worldwide survey of enterprises to determine what value technical account managers (TAMs) brought
More informationMicroservices: Embracing the Unix mantra Do one thing and do it well
WHITE PAPER Microservices: Embracing the Unix mantra Practice Head: Srini Peyyalamitta srini.peyyalamitta@aspiresys.com Author: Revathi Chandrasekharan Technical Lead - Software Engineering Aspire Systems
More informationfeature Big Data Hot Air or Hot Topic? Risk
Big Data Hot Air or Hot Topic? feature In August 14, the ISACA London (UK) Chapter organised an event in collaboration with PricewaterhouseCoopers (PwC) in London. The topic of the event was big data and
More informationWhite Paper Describing the BI journey
Describing the BI journey The DXC Technology Business Intelligence (BI) Maturity Model Table of contents A winning formula for BI success Stage 1: Running the business Stage 2: Measuring and monitoring
More informationGuide to Modernize Your Enterprise Data Warehouse How to Migrate to a Hadoop-based Big Data Lake
White Paper Guide to Modernize Your Enterprise Data Warehouse How to Migrate to a Hadoop-based Big Data Lake Motivation for Modernization It is now a well-documented realization among Fortune 500 companies
More informationPerspective: TCS Supply Chain Center of Excellence An Update
PERSPECTIVE Perspective: TCS Supply Chain Center of Excellence An Update Simon Ellis Leslie Hand IN THIS PERSPECTIVE This IDC Manufacturing Insights Perspective presents a follow-up to the strategy day
More informationIBM Cognos Analytics on Cloud Operate and succeed at a new business speed
IBM Analytics Business Analytics and the Cloud IBM Cognos Analytics on Cloud Operate and succeed at a new business speed Highlights Take advantage of world-class reporting, analysis, dashboards and visualization
More informationCORE APPLICATIONS ANALYSIS OF BUSINESS-CRITICAL ADABAS & NATURAL
ADABAS & NATURAL ANALYSIS OF BUSINESS-CRITICAL CORE APPLICATIONS CONTENTS 2 Core applications in a changing IT landscape 3 The need for comprehensive analysis 4 The complexity of core applications 5 An
More informationTop 5 Challenges for Hadoop MapReduce in the Enterprise. Whitepaper - May /9/11
Top 5 Challenges for Hadoop MapReduce in the Enterprise Whitepaper - May 2011 http://platform.com/mapreduce 2 5/9/11 Table of Contents Introduction... 2 Current Market Conditions and Drivers. Customer
More informationPowering the Edge to the Enterprise
Powering the Edge to the Enterprise Intelligent Equipment. Smart Devices. Smart Systems for OEMs. Intelligent Equipment. Smart Devices. Smart Systems. Our connected world is increasingly populated with
More informationIntellectual Capital. On Demand.
Intellectual Capital. On Demand. A unique approach to consulting. RGP is made up of proven problem solvers accomplished professionals who give you the help you need, when you need it, how you need it.
More informationCompliance speaks up. IPC Annual Survey of Compliance Officers across the financial markets ebook. Connecting opportunities.
Compliance speaks up IPC Annual Survey of Compliance Officers across the financial markets ebook www.ipc.com Connecting opportunities Table of Contents Introduction Compliance Raises Its Voice Regulatory
More informationIntegrated Social and Enterprise Data = Enhanced Analytics
ORACLE WHITE PAPER, DECEMBER 2013 THE VALUE OF SOCIAL DATA Integrated Social and Enterprise Data = Enhanced Analytics #SocData CONTENTS Executive Summary 3 The Value of Enterprise-Specific Social Data
More informationDatametica DAMA. The Modern Data Platform Enterprise Data Hub Implementations. What is happening with Hadoop Why is workload moving to Cloud
DAMA Datametica The Modern Data Platform Enterprise Data Hub Implementations What is happening with Hadoop Why is workload moving to Cloud 1 The Modern Data Platform The Enterprise Data Hub What do we
More informationDeloitte School of Analytics. Demystifying Data Science: Leveraging this phenomenon to drive your organisation forward
Deloitte School of Analytics Demystifying Data Science: Leveraging this phenomenon to drive your organisation forward February 2018 Agenda 7 February 2018 8 February 2018 9 February 2018 8:00 9:00 Networking
More informationIBM Cloud Services Balancing compute options: How IBM SmartCloud can be a catalyst for IT transformation
T EC H N O LO G Y B U S I N ES S R ES EAR C H, I N C. IBM Cloud Services Balancing compute options: How IBM SmartCloud can be a catalyst for IT transformation Author: Stuart Williams Director, TBR Software
More informationCloud Integration and the Big Data Journey - Common Use-Case Patterns
Cloud Integration and the Big Data Journey - Common Use-Case Patterns A White Paper August, 2014 Corporate Technologies Business Intelligence Group OVERVIEW The advent of cloud and hybrid architectures
More informationThe Future of Sourcing Begins Now
: The Future of Sourcing Begins Now Clay Calhoun ISG WHITE PAPER 2017 Information Services Group, Inc. All Rights Reserved INTRODUCTION Enterprises and public sector organizations have long depended on
More informationDIGITAL: ARE FIRMS USING IT TO SOLVE THE PROBLEMS OF TODAY OR BUILD FOR TOMORROW?
DIGITAL: ARE FIRMS USING IT TO SOLVE THE PROBLEMS OF TODAY OR BUILD FOR TOMORROW? Authored by: Matt Hopgood, Vice President, Sapient Global Markets Contributors: Laurie Thompson, Sr. Manager Business Consulting,
More informationMicrosoft Dynamics 365 and Columbus
Microsoft Dynamics 365 and Columbus Start your cloud journey Cloud services Cloud transformation series If you agree that modern cloud computing is a great way to benefit from innovative, powerful technology
More informationMake a real difference with an Accenture Strategy career
Make a real difference with an Accenture Strategy career Turn your ideas into action 2 The future of business and the future of strategy are changing, as corporate leaders embrace new technologies to transform
More informationIS AN OPEN SOURCE BUSINESS PROCESS MANAGEMENT SOLUTION RIGHT FOR YOU?
Whitepaper IS AN OPEN SOURCE BUSINESS PROCESS MANAGEMENT SOLUTION RIGHT FOR YOU? Executive summary Companies around the world trust open source 90% of Fortune 500 companies use Red Hat products and solutions
More informationNAVIGATING DECISIONS. ACCELERATING RESULTS. Optimizing Enterprise Data for Better Business Insights BUSINESS ANALYTICS AND INTELLIGENCE
NAVIGATING DECISIONS. ACCELERATING RESULTS. Optimizing Enterprise Data for Better Business Insights BUSINESS ANALYTICS AND INTELLIGENCE PRODUCT DEVELOPMENT IS AT THE CORE OF EVERYTHING WE DO We empower
More informationIndustrial Goods Five Leadership Issues Worthy of Board and Executive Attention
Industrial Goods Five Leadership Issues Worthy of Board and Executive Attention 2 Introduction The industrial goods sector, including manufacturing of electric goods and electronic systems, as well as
More informationHow to Design a Successful Data Lake
KNOWLEDGENT WHITE PAPER How to Design a Successful Data Lake Information through Innovation Executive Summary Business users are continuously envisioning new and innovative ways to use data for operational
More informationDriving the Strategic Agenda: The CFO s Road Ahead
Driving the Strategic Agenda: The CFO s Road Ahead Driving the Strategic Agenda: The CFO s Road Ahead The Changing Role of the CFO The role of the CFO is changing dramatically. CFOs are increasingly being
More informationEBOOK: Cloudwick Powering the Digital Enterprise
EBOOK: Cloudwick Powering the Digital Enterprise Contents What is a Data Lake?... Benefits of a Data Lake on AWS... Building a Data Lake on AWS... Cloudwick Case Study... About Cloudwick... Getting Started...
More informationThe Envestnet Platform
innovation aggregation analytics intelligence research guidance planning wellness management reporting mobility technology integration customization open architecture The Envestnet Platform At Envestnet,
More informationBoundaryless Information PERSPECTIVE
Boundaryless Information PERSPECTIVE Companies in the world today compete on their ability to find new opportunities, create new game-changing phenomena, discover new possibilities, and ensure that these
More informationTHE PROMISE SERVICE IT S HERE AND NOW
THE PROMISE OF AS-A- SERVICE IT S HERE AND NOW THE PROMISE OF AS-A-SERVICE: IT S HERE AND NOW In 2015, when Accenture and HfS surveyed executives about the maturity of an as-a-service delivery model for
More informationDIGITAL ANALYTICS: NONPROFIT NECESSITY
DIGITAL ANALYTICS: NONPROFIT NECESSITY ANALYTICS AS DIFFERENTIATOR Amazon uses sophisticated analytics to make recommendations. Netflix uses complex algorithms to serve up the content you enjoy. What if
More informationArchitected Blended Big Data With Pentaho. A Solution Brief
Architected Blended Big Data With Pentaho A Solution Brief Introduction The value of big data is well recognized, with implementations across every size and type of business today. However, the most powerful
More informationThe State of Cloud Analytics Research and analysis into enterprise cloud strategies and challenges in 2016 from EMA, Informatica, and Deloitte.
The State of Cloud Analytics 2016. Research and analysis into enterprise cloud strategies and challenges in 2016 from EMA, Informatica, and Deloitte. Contents Tip: Click on parts to jump to the particular
More informationMicrosoft Azure Essentials
Microsoft Azure Essentials Azure Essentials Track Summary Data Analytics Explore the Data Analytics services in Azure to help you analyze both structured and unstructured data. Azure can help with large,
More informationIntroduction. Context for Digital Transformation. Customer Experience
Introduction The last decade has seen a massive shift in our economy and we are starting to see entire industries disrupted and transformed. Business models that were stable for decades or centuries have
More informationSMAC An Emerging Accelerator for Businesses
WHITEPAPER SMAC An Emerging Accelerator for Businesses IT industry has synergized Social, Mobile, Analytics and Cloud technologies to create a very 1 powerful P a g e hyper-intelligent software platform
More informationIT Strategy Assessment for Automotive Suppliers
IT Strategy Assessment for Automotive Suppliers Optimizing support for digital business models and innovation helps to position IT as a business partner The new digital automotive world offers Tier 1 automotive
More informationBuilding a Roadmap to Robust Identity and Access Management
Building a Roadmap to Robust Identity and Access Management Elevating IAM from Responsive to Proactive From cases involving private retailers to government agencies, instances of organizations failing
More informationTDWI strives to provide course books that are contentrich and that serve as useful reference documents after a class has ended.
Previews of TDWI course books offer an opportunity to see the quality of our material and help you to select the courses that best fit your needs. The previews cannot be printed. TDWI strives to provide
More informationEvolution to Revolution: Big Data 2.0
Evolution to Revolution: Big Data 2.0 An ENTERPRISE MANAGEMENT ASSOCIATES (EMA ) White Paper Prepared for Actian March 2014 IT & DATA MANAGEMENT RESEARCH, INDUSTRY ANALYSIS & CONSULTING Table of Contents
More informationThe importance of the right reporting, analytics and information delivery
The importance of the right reporting, and information delivery Prepared by: Michael Faloney, Director, RSM US LLP michael.faloney@rsmus.com, +1 804 281 6805 Introduction This is the second of a three-part
More informationPROPERTY EXCHANGE AUSTRALIA LTD (PEXA): CLOUD-BASED DEVOPS IMPLEMENTATION IMPROVES SPEED TO DELIVERY AND REDUCES ENVIRONMENT PROVISIONING COSTS.
PROPERTY EXCHANGE AUSTRALIA LTD (PEXA): CLOUD-BASED DEVOPS IMPLEMENTATION IMPROVES SPEED TO DELIVERY AND REDUCES ENVIRONMENT PROVISIONING COSTS. SUMMARY STATEMENT Accenture collaborated with Property Exchange
More informationEnabling faster insights to improve clinical trial efficiency and quality
Enabling faster insights to improve clinical trial efficiency and quality Clarity, understanding and confidence Every clinical trial has moments when decisive action is needed to set the course for a
More informationLOOK BEFORE YOU LEAP INTO THE DATA LAKE
LOOK BEFORE YOU LEAP INTO THE DATA LAKE By Rash Gandhi, Sanjay Verma, Elias Baltassis, and Nic Gordon To fully capture the tremendous value of using big data, organizations need nimble and flexible data
More informationInternet of Things. Point of View. Turn your data into accessible, actionable insights for maximum business value.
Point of View Internet of Things Turn your data into accessible, actionable insights for maximum business value Executive Summary Use a connected ecosystem to create new levels of business value The Internet
More informationUNLOCKING YOUR DATA POTENTIAL TO ENHANCE DECISION MAKING AND NATIONAL SECURITY
UNLOCKING YOUR DATA POTENTIAL TO ENHANCE DECISION MAKING AND NATIONAL SECURITY Mark Jacobsohn Senior Vice President jacobsohn_mark@bah.com Shelly Davis Principal davis_shelly@bah.com David Forbes Principal
More informationBIM Pilot Getting Started Guide. next
BIM Pilot Getting Started Guide What is BIM? Framework for implementing a BIM pilot project Driven BIM leadership Getting started with your BIM pilot project Moving to BIM can seem like a daunting task.
More informationACCENTURE TECHNOLOGY VISION FOR ORACLE 2017 THE ACCENTURE ORACLE BUSINESS GROUP FIT
ACCENTURE TECHNOLOGY VISION FOR ORACLE 2017 THE ACCENTURE ORACLE BUSINESS GROUP FIT INTRODUCTION Accenture and Oracle s work together, showcased in this Accenture Technology Vision for Oracle 2017, demonstrates
More informationThe UBS Client Experience Focused on you and your needs
ab The UBS Client Experience Focused on you and your needs At UBS, we offer a customized approach to wealth management, built on a personal relationship and shaped by an understanding of your needs and
More informationImage Itron Total Outcomes
Image Itron Total Outcomes Simple. Flexible. Scalable. Affordable. AN EVOLVING LANDSCAPE In a dynamic industry with rapidly evolving technologies and business models, the ability to be agile and make decisions
More informationProtect Your ITIL Investment with VeriSM
Protect Your ITIL Investment with VeriSM Taking Service Management to the Next Level By Stephen Mann Contents 1 The Challenge... 3 1.1 The Current State of ITSM... 3 1.2 The Need for VeriSM... 4 1.3 VeriSM
More informationGE Intelligent Platforms. Proficy Historian HD
GE Intelligent Platforms Proficy Historian HD The Industrial Big Data Historian Industrial machines have always issued early warnings, but in an inconsistent way and in a language that people could not
More informationEnsuring a Sustainable Architecture for Data Analytics
October 2015 Ensuring a Sustainable Architecture for Data Analytics Claudia Imhoff, Ph.D. 1 Table of Contents Introduction... 2 The Extended Data Warehouse Architecture... 3 Integration of Three Analytic
More informationFive-Star End-User Experiences Require Unified Digital Experience Management
White Paper Five-Star End-User Experiences Require Unified Digital Experience Management Why traditional network and application performance management needs to evolve to support today s digital enterprise.
More informationGoing Big Data? You Need A Cloud Strategy
A Forrester Consulting January 2017 Thought Leadership Paper Commissioned By Oracle And Intel Going Big Data? You Need A Cloud Strategy Table Of Contents Executive Summary... 1 Big Data Investment Shifts
More informationHOW AGILE DO YOU WANT IT?
HOW AGILE DO YOU WANT IT? Everyone wants Agile. Everyone wants microservices and application programming interface (API) integration. But the way you implement it can dictate your future. GETTING IN TOUCH
More informationEngaging in Big Data Transformation in the GCC
Sponsored by: IBM Author: Megha Kumar December 2015 Engaging in Big Data Transformation in the GCC IDC Opinion In a rapidly evolving IT ecosystem, "transformation" and in some cases "disruption" is changing
More informationprofitability in business systems BSS consolidation and harmonization Your business technologists. Powering progress
profitability in business systems BSS consolidation and harmonization Your business technologists. Powering progress Value Through Efficiency After years of technology innovation and IP transformation,
More informationAn Enterprise Architect s Guide to API Integration for ESB and SOA
An Enterprise Architect s Guide to API Integration for ESB and SOA The New Digital Imperative While some are still adjusting to the idea, you re well aware that we re living in an application economy.
More informationICD-10 Advantages Require Advanced Analytics
Cognizant 20-20 Insights ICD-10 Advantages Require Advanced Analytics Compliance alone will not deliver on ICD-10 s potential to improve quality of care, reduce costs and elevate efficiency. Organizations
More informationFINACLE SERVICES: API MANAGEMENT USING CA API GATEWAY
FINACLE SERVICES: API MANAGEMENT USING CA API GATEWAY Executive Summary Banks embarking on a digital transformation in today s connected world need to thrive, compete and evolve. To accelerate this transformation,
More informationCloudy skies. How to bring clarity to your cloud platform in order to optimize your investment. September 2016
Cloudy skies How to bring clarity to your cloud platform in order to optimize your investment September 2016 The benefits of the cloud are clear Flexibility Scalability Accessibility Decreased initial
More informationE-Guide THE EVOLUTION OF IOT ANALYTICS AND BIG DATA
E-Guide THE EVOLUTION OF IOT ANALYTICS AND BIG DATA E nterprises are already recognizing the value that lies in IoT data, but IoT analytics is still evolving and businesses have yet to see the full potential
More informationAnalytics: Laying the Foundation for Supply Chain Digital Transformation
November 2017 Analytics: Laying the Foundation for Supply Chain Digital Transformation By Sanjiv Mahajan, Sandip Saha and Alfonso Macias As supply chain leaders set objectives and strategies for 2018 and
More informationTraining Watson: How I/O Psychology, Data Science, and Engineering integrate to produce responsible AI in HR.
Training Watson: How I/O Psychology, Data Science, and Engineering integrate to produce responsible AI in HR. Stefan Liesche, IBM Distinguished Engineer - Watson Talent Architecture Nigel Guenole, IO Psychologist
More informationThe Real Need for Real-time Java Gateway Solutions
2016 IoT & Embedded Technology The Real Need for Real-time Java Gateway Solutions Exclusive License to Distribute: PTC By Chris Rommel, Executive Vice President 1 Introduction The Internet of Things (IoT)
More informationMinto: Streamlining Expense Recovery Across Complex Commercial Leases
2013 SAP AG or an SAP affiliate company. All rights reserved. Minto: Streamlining Expense Recovery Across Complex Commercial Leases Company The Minto Group Inc. Headquarters Ottawa, Ontario, Canada Industry,
More informationNAVIGATING DECISIONS. ACCELERATING RESULTS. Optimising Enterprise Data for Better Business Insights
NAVIGATING DECISIONS. ACCELERATING RESULTS. Optimising Enterprise Data for Better Business Insights BUSINESS INTELLIGENCE PRODUCT DEVELOPMENT IS AT THE CORE OF EVERYTHING WE DO We empower our clients to
More information7 things to ask when upgrading your ERP solution
Industrial Manufacturing 7 things to ask when upgrading your ERP solution The capabilities gap between older versions of ERP designs and current designs can create a problem that many organizations are
More informationAccenture and Adobe: Delivering Digital Experiences Together
Accenture and Adobe: Delivering Digital Experiences Together Connect data, content and analytics to power customer experience. With so much crosstalk in today s global, digitally driven marketplace, it
More informationTECHNOLOGY VISION FOR SALESFORCE
TECHNOLOGY VISION FOR SALESFORCE 2017 CONTENTS INTRODUCTION 3 AI IS THE NEW UI 5 Experience Above All ECOSYSTEM POWER PLAYS 10 Beyond Platforms DESIGN FOR HUMANS 15 Inspire New Behaviors CONCLUSION 20
More informationMessaging structure. By By Persona Persona. Big Data & Analytics in MM. Business Leader / LOB Finance Marketing IT. Business Analytics in MM
structure for for Midmarket Midmarket By By Big Data & Analytics in MM Business Analytics in MM Big Data in MM Business Leader / LOB Finance Marketing IT Page 1 LOB: Business Owner-Leader / Department
More informationStriking the Balance Between Risk and Reward
Experience the commitment Striking the Balance Between Risk and Reward in payments modernization Staying competitive in financial services requires meeting everincreasing customer expectations for digital
More informationWelcome to the postmodern era for public sector ERP
Welcome to the postmodern era for public sector ERP Time to update your public sector enterprise resource planning (ERP)? Consider a postmodern strategy to address your unique requirements. Welcome to
More informationEmbracing SaaS: A Blueprint for IT Success
Embracing SaaS: A Blueprint for IT Success 2 Embracing SaaS: A Blueprint for IT Success Introduction THIS EBOOK OUTLINES COMPELLING APPROACHES for CIOs to establish and lead a defined software-as-a-service
More informationGlobal Business Services. Driving value and global integration while evolving to the business partner for the digitalization!
Global Business Driving value and global integration while evolving to the business partner for the digitalization! Trends on technology and value Global Business will soon be the engine for transformation
More informationIntegration Competency Center Deployment
Service Offering Integration Competency Center Deployment Achieve Higher Levels of Performance & Capability Benefits Experienced Informatica Professional Services managers provide invaluable insight Lower
More informationPerformance tuning business intelligence
NOUS INFOSYSTEMS LEVERAGING INTELLECT TM R Performance tuning business intelligence Dilip Ranjith BI Head, US Deepika TR Qlik Lead INTRODUCTION Data Visualization s popular and effective tools present
More informationPrimeDeveloper. Develop Advanced Financial Information Systems
PrimeDeveloper Develop Advanced Financial Information Systems Develop Financial Information Systems More Quickly and Easily Designing new and complex financial information systems, enhancing existing systems,
More informationWHITE PAPER. Banks Regulatory Reporting Compliance The Challenges and the Solution. Abstract
WHITE PAPER Banks Regulatory Reporting Compliance The Challenges and the Solution Abstract In the current era of global and interdependent financial systems, a ripple in one corner can potentially shock
More informationGlobal Knowledge Partner Program
Enabling Adoption, Consumption and Better Returns on Technology Investments GKPP-001 Customer needs and their definition of value are constantly changing. Modern technology architectures are an increasingly
More informationGetting Big Value from Big Data
Getting Big Value from Big Data Expanding Information Architectures To Support Today s Data Research Perspective Sponsored by Aligning Business and IT To Improve Performance Ventana Research 2603 Camino
More informationSecure information access is critical & more complex than ever
WHITE PAPER Purpose-built Cloud Platform for Enabling Identity-centric and Internet of Things Solutions Connecting people, systems and things across the extended digital business ecosystem. Secure information
More informationDIGITAL TRANSFORMATION (DX)
An IDC InfoBrief THE PROMISE OF DIGITAL TRANSFORMATION (DX) IN ASIAPACIFIC S LEADING INSTITUTIONS IDC PREDICTION: BY 2018 1/3 OF THE TOP 20 MARKET SHARE LEADERS IN VARIOUS INDUSTRIES WORLDWIDE WILL BE
More informationKEY CHALLENGES TO INSURANCE RISK MODELLING: A SURVEY OF UK GENERAL INSURANCE ACTUARIES AND RISK MANAGERS
INSIGHT REPORT RISK MANAGEMENT KEY CHALLENGES TO INSURANCE RISK MODELLING: A SURVEY OF UK GENERAL INSURANCE ACTUARIES AND RISK MANAGERS IN ASSOCIATION WITH GRANT THORNTON 1 Key Challenges to Insurance
More informationBuilding a Data Lake on AWS
Partner Network EBOOK: Building a Data Lake on AWS Contents What is a Data Lake? Benefits of a Data Lake on AWS Building a Data Lake On AWS Featured Data Lake Partner Bronze Drum Consulting Case Study:Rosetta
More informationWHAT IS ERP? THE ULTIMATE GUIDE. What is ERP? The Ultimate Guide
WHAT IS ERP? THE ULTIMATE GUIDE What is ERP? The Ultimate Guide Contents Introduction What is ERP? A short history of ERP The key benefits of ERP The problems with ERP today Getting ready for ERP On-premise
More information