Smart Mortgage Lending

Size: px
Start display at page:

Download "Smart Mortgage Lending"

Transcription

1 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 Next-Generation Analytics 3 Data Warehouse 4 Ellie Mae Data Lake 5 The Advent of Smart Mortgage Applications Ellie Mae is changing the future of mortgage lending by enabling our customers to leverage machine learning and real-time data analytics to make better business decisions. 6 Business Intelligence for the Future 6 About Ellie Mae

2 In this paper we will examine the current and future state of business intelligence solutions, including recent advances in data analytics. Ellie Mae is a leading provider of innovative on-demand software solutions for the residential mortgage industry. More than 3,000 companies depend on our Encompass all-in-one mortgage management solution to automate the mortgage process and provide one system of record to improve compliance, loan quality and efficiency. Encompass helps automate the entire mortgage process, from marketing and customer relationship management (CRM) to point-of-sale and processing, all the way through closing and investor delivery. This enables banks, mortgage banks, credit unions and community banks of all sizes to keep data accurate, streamline workflow, and increase profitability. Today, Ellie Mae is building the next generation of mortgage management solutions and services on Amazon Web Services. As we move our solutions into the cloud and invest in a data lake infrastructure, we will be able to take advantage of machine learning to build next-generation business intelligence. In this paper we will examine the current and future state of business intelligence solutions, including recent advances in data analytics. We will also describe how Ellie Mae is changing the future of mortgage lending by enabling our customers to leverage machine learning and real-time data analytics to make better business decisions. Analytics today For more than a quarter century, the keystone of business intelligence has been the data warehouse. A data warehouse is a central data repository drawn from disparate sources for use in creating analytical reports. The data warehousing concept provides an architectural model for the flow of data from operational systems to decision support environments. Most enterprises today rely on data warehousing to store operational data, build dashboards and reports and measure key performance indicators (KPIs). Data warehousing has enabled enterprises to improve business intelligence by using operational data from different applications for cross-enterprise decision support. But as data sources become more varied and demand for real-time information grows, data warehousing strategy is hitting limitations. Data models in a warehouse are predefined, and the rigidity of the structure often requires IT to build dimensional models, or schema, and deploy data transformation tools for loading data from operational systems. Moreover, batch-based input and output processes make for prolonged lag times, making them a suboptimal choice for real-time analytics. 1

3 SMART MORTGAGE LENDING From data warehouse to data lake Three macro trends are disrupting the traditional approach to data analytics. First, as both enterprise and consumer companies invest in machine learning, intelligent applications will become the order of the day. Second, accustomed to personalized interaction from Netflix, Amazon and Facebook, an increasingly computer-savvy workforce will start demanding real-time information and greater software automation, including streaming data and fast data analysis. Third, continued data growth will force companies to adopt a more scalable, flexible infrastructure for managing their data. In response to this disruption, companies are shifting their business intelligence strategies from a batch-based business warehouse to a streaming data lake. The data lake is an enterprise-wide data management platform for analyzing data from disparate sources in native format. Instead of traditional batch processing, data streams in and out of the lake, thus enabling real-time storage and access. Since the data lake contains both structured and unstructured data, it enables the use of algorithms built on machine learning methods such as neural network modeling to create real-time reports based on massive volumes of data. Machine learning and next-generation analytics In the rapidly evolving world of big data, today s top enterprise and consumer technology companies, from SAP, IBM, Microsoft and Oracle to Amazon, Uber, Baidu, Google and Facebook, are investing heavily in machine learning. Machine learning is a field of computer science that gives computers the ability to learn from large amounts of data in a supervised environment. Evolved from the study of artificial intelligence, machine learning involves the construction of algorithms that can learn from data and make decisions using predictive models based on sample inputs. Using regression analysis or neural feedback, computers can determine dependencies and correlations across a wide range of variants to build predictive models. For example, using algorithms built on machine learning methods such as neural network models, the Stanford Artificial Intelligence Lab led by Fei-Fei Li has created software that can recognize scenes in still photographs and accurately describe them using natural language. 1 The data lake eliminates the need to define schema and transform data before writing it into the data warehouse. The data obtains structure only when it is read out of the lake using search index and columnar data store technology built into intelligent applications. Such intelligent applications are the wave of the future. Any technology company not investing in intelligent applications today is already late to the game. 1 Fei-Fei Li, How We re Teaching Computers to Understand Pictures, TED, March

4 Data Warehouse Dashboard Accounting LOS Reports HR ETL Business Warehouse Analytics Commissions 3

5 SMART MORTGAGE LENDING Ellie Mae Data Lake, AWS Machine Learning Customer Interface Real time analytics on Data Platform Other Data Sources Global Data Lake Repository LOS Data Ingestion based on change events Private Data Lakes per customer 4

6 The advent of smart mortgage applications To take advantage of data streaming and machine learning capabilities, Ellie Mae is building the next generation of mortgage management solutions on Amazon Web Services. Using data lake infrastructure for storage and access, machine learning models allow us to automate much of the loan origination process. Such automation affords lenders an opportunity to save time and money on a daily basis. For example, automated workflow can allow lenders to reduce the home appraisal process from days to seconds by taking advantage of Automated Valuation Models in those cases where an on-site appraisal may not be required. In addition, exception-based workflow allows for faster loan processing, as steps in the origination process are automated such that notifications take place on an exception basis only. For example, if an underwriter raises a condition incorrectly, the application can identify the error based on past trends and automatically notify the underwriter, thus eliminating unnecessary review cycles between processors and underwriters. Another key differentiator for Ellie Mae is our personabased approach. Unlike vendors who serve up large volumes of undifferentiated KPIs, forcing users to sort through piles of random metrics, Ellie Mae takes a persona-based approach to deliver analytics relevant to each user. This approach enables us to build intelligent applications, rather than treating analytics as a separate activity. No one goes to work saying, I m going to do analytics today, says Manish Garg, director of product management at Ellie Mae. Analysis is an important step in any number of specific business processes. That s why Ellie Mae delivers analytics within the context of specific tasks and provides notifications to prompt users when relevant new data impacts ongoing decision-making. Using data lake infrastructure for storage and access, machine learning models allow us to automate much of the loan origination process. 5

7 SMART MORTGAGE LENDING Business intelligence for the future About Ellie Mae Ellie Mae is building the next generation of mortgage management solutions to take advantage of big data, machine learning and data lake capabilities. By incorporating the latest developments in business intelligence technology, Ellie Mae solutions will enable our customers to make better business decisions on a daily basis. Ellie Mae (NYSE:ELLI) is a leading provider of innovative on-demand software solutions and services for the residential mortgage industry. Mortgage lenders of all sizes use Ellie Mae s Encompass all-in-one mortgage management solution, Mavent Compliance Service, and AllRegs research, reference and education resources to improve compliance, loan quality and efficiency across the entire mortgage lifecycle. Encompass helps automate the entire mortgage process, from marketing and customer relationship management (CRM) to point-of-sale and processing, all the way through closing and investor delivery. To learn more about Ellie Mae s business intelligence vision, call us at or sales@elliemae.com. 6

8 Ellie Mae, Inc Rosewood Drive, Suite 500 Pleasanton CA FAX elliemae.com 2017 Ellie Mae, Inc. Ellie Mae, Encompass, AllRegs, the Ellie Mae logo and other trademarks or service marks of Ellie Mae, Inc. appearing herein are the property of Ellie Mae, Inc. or its subsidiaries. All rights reserved. Other company and product names may be trademarks or copyrights of their respective owners MW

Guide to Modernize Your Enterprise Data Warehouse How to Migrate to a Hadoop-based Big Data Lake

Guide 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 information

The Importance of good data management and Power BI

The Importance of good data management and Power BI The Importance of good data management and Power BI The BI Iceberg Visualising Data is only the tip of the iceberg Data Preparation and provisioning is a complex process Streamlining this process is key

More information

DATASHEET. Tarams Business Intelligence. Services Data sheet

DATASHEET. Tarams Business Intelligence. Services Data sheet DATASHEET Tarams Business Intelligence Services Data sheet About Business Intelligence The proliferation of data in today s connected world offers tremendous possibilities for analysis and decision making

More information

From Data Deluge to Intelligent Data

From Data Deluge to Intelligent Data SAP Data Hub From Data Deluge to Intelligent Data Orchestrate Your Data for an Intelligent Enterprise Data for Intelligence, Speed, and With Today, corporate data landscapes are growing increasingly diverse

More information

Astera Data Warehouse Accelerator

Astera Data Warehouse Accelerator Solution Brief Astera Data Warehouse Accelerator sales@astera.com 888-77-ASTERA Astera DWAccelerator is an advanced data management platform that focuses on helping organizations obtain analytics for decision

More information

AI in Marketing Supercharging your marketing pipeline with SaaSberry BI s AI-driven solutions.

AI in Marketing Supercharging your marketing pipeline with SaaSberry BI s AI-driven solutions. AI in Marketing Supercharging your marketing pipeline with SaaSberry BI s AI-driven solutions. Tapping into AI potential To acquire AI-driven solutions and integrate them into their business processes

More information

Your Top 5 Reasons Why You Should Choose SAP Data Hub INTERNAL

Your Top 5 Reasons Why You Should Choose SAP Data Hub INTERNAL Your Top 5 Reasons Why You Should Choose INTERNAL Top 5 reasons for choosing the solution 1 UNIVERSAL 2 INTELLIGENT 3 EFFICIENT 4 SCALABLE 5 COMPLIANT Universal view of the enterprise and Big Data: Get

More information

IBM Cognos 8 BI and IBM WebSphere Information Integration Solution The new standard in enterprise visibility

IBM Cognos 8 BI and IBM WebSphere Information Integration Solution The new standard in enterprise visibility Data Sheet IBM Cognos 8 BI and IBM WebSphere Information Integration Solution The new standard in enterprise visibility Overview IBM Cognos 8 BI The IBM Cognos enterprise business intelligence (BI) solution

More information

INTRODUCTION TO R FOR DATA SCIENCE WITH R FOR DATA SCIENCE DATA SCIENCE ESSENTIALS INTRODUCTION TO PYTHON FOR DATA SCIENCE. Azure Machine Learning

INTRODUCTION TO R FOR DATA SCIENCE WITH R FOR DATA SCIENCE DATA SCIENCE ESSENTIALS INTRODUCTION TO PYTHON FOR DATA SCIENCE. Azure Machine Learning Data Science Track WITH EXCEL INTRODUCTION TO R FOR DATA SCIENCE PROGRAMMING WITH R FOR DATA SCIENCE APPLIED MACHINE LEARNING SCENARIOS HDInsight Certificate of DATA SCIENCE ORIENTATION QUERYING DATA WITH

More information

Workforce Dimensions

Workforce Dimensions Workforce Dimensions Built from the ground up to manage the workforce of the future today Welcome to the Future of Workforce Management Breakthroughs in technology affect nearly every dimension of our

More information

NICE Customer Engagement Analytics - Architecture Whitepaper

NICE Customer Engagement Analytics - Architecture Whitepaper NICE Customer Engagement Analytics - Architecture Whitepaper Table of Contents Introduction...3 Data Principles...4 Customer Identities and Event Timelines...................... 4 Data Discovery...5 Data

More information

Oracle Adaptive Intelligent Apps for Manufacturing

Oracle Adaptive Intelligent Apps for Manufacturing Oracle Adaptive Intelligent Apps for Manufacturing Machine Learning and Artificial Intelligence (AI) Driven Analytical Cloud Applications for the Manufacturing Industry Machine Learning and AI for Manufacturers

More information

Building a Data Lake on AWS

Building 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 information

C3 Products + Services Overview

C3 Products + Services Overview C3 Products + Services Overview AI CLOUD PREDICTIVE ANALYTICS IoT Table of Contents C3 is a Computer Software Company 1 C3 PaaS Products 3 C3 SaaS Products 5 C3 Product Trials 6 C3 Center of Excellence

More information

Digital Labor Analytics

Digital Labor Analytics Digital Labor Analytics for Risk and Compliance Transformation April 2017 Digital labor analytics and technology supports the Risk and Compliance Ecosystem and the new wave of automated compliance and

More information

The Best of Both Worlds for the Growing Business: SAP Anywhere and SAP Business One

The Best of Both Worlds for the Growing Business: SAP Anywhere and SAP Business One SAP Anywhere/SAP Business One The Best of Both Worlds for the Growing Business: SAP Anywhere and SAP Business One Table of Contents 3 Sell More and Grow Faster with a Complete, Digitized Front Office 4

More information

The Intelligent Lending Platform

The Intelligent Lending Platform The Intelligent Lending Platform How Roostify Helps You Win Summer 2018 Disruption-Proofing Your Firm: What Lenders Can Learn From the Consumer-First Revolution I 1 The lending industry is in the midst

More information

Fulfilling CDM Phase II with Identity Governance and Provisioning

Fulfilling CDM Phase II with Identity Governance and Provisioning SOLUTION BRIEF Fulfilling CDM Phase II with Identity Governance and Provisioning SailPoint has been selected as a trusted vendor by the Continuous Diagnostics and Mitigation (CDM) and Continuous Monitoring

More information

EngageOne INTERACTIVE COMMUNICATIONS. An Advanced Interactive Technology Solution for a New Era of Enterprise Communications

EngageOne INTERACTIVE COMMUNICATIONS. An Advanced Interactive Technology Solution for a New Era of Enterprise Communications EngageOne INTERACTIVE COMMUNICATIONS An Advanced Interactive Technology Solution for a New Era of Enterprise Communications ENTERPRISE CUSTOMER COMMUNICATION MANAGEMENT Companies send many types of document

More information

Six Critical Capabilities for a Big Data Analytics Platform

Six Critical Capabilities for a Big Data Analytics Platform White Paper Analytics & Big Data Six Critical Capabilities for a Big Data Analytics Platform Table of Contents page Executive Summary...1 Key Requirements for a Big Data Analytics Platform...1 Vertica:

More information

Actian DataConnect 11

Actian DataConnect 11 Actian DataConnect 11 Architected for Next-Gen Hybrid Integration Technical WhitePaper April 2017 Contents Introduction... 3 Actian DataConnect solution overview... 3 Connectivity Sources... 4 DataConnect

More information

Make smart business decisions when they matter most September IBM Active Content: Linking ECM and BPM to enable the adaptive enterprise

Make smart business decisions when they matter most September IBM Active Content: Linking ECM and BPM to enable the adaptive enterprise September 2007 IBM Active Content: Linking ECM and BPM to enable the adaptive enterprise 2 Contents 2 Introduction 3 Linking information and events: Creating Active Content 4 Actively delivering enterprise

More information

Access, Transform, and Connect Data with SAP Data Services Software

Access, Transform, and Connect Data with SAP Data Services Software SAP Brief SAP s for Enterprise Information Management SAP Data Services Access, Transform, and Connect Data with SAP Data Services Software SAP Brief Establish an enterprise data integration and data quality

More information

Building a Data Lake on AWS EBOOK: BUILDING A DATA LAKE ON AWS 1

Building a Data Lake on AWS EBOOK: BUILDING A DATA LAKE ON AWS 1 Building a Data Lake on AWS EBOOK: BUILDING A DATA LAKE ON AWS 1 Contents Introduction The Big Data Challenge Benefits of a Data Lake Building a Data Lake on AWS Featured Data Lake Partner Bronze Drum

More information

IBM Software Information Management. Automating information capture with advanced, intelligent document recognition technology

IBM Software Information Management. Automating information capture with advanced, intelligent document recognition technology IBM Software Information Management Automating information capture with advanced, intelligent document recognition technology 2 Automating information capture with advanced, intelligent document recognition

More information

Oracle Banking Enterprise Collections

Oracle Banking Enterprise Collections Oracle Banking Enterprise Collections Oracle Banking Enterprise Collections is an enterprise class innovative solution designed to meet the complex requirements of financial institutions. It enables financial

More information

Taking Operational Decision Management to the Next Level

Taking Operational Decision Management to the Next Level IBM Software Intelligent Business Process Management Taking Operational Decision Management to the Next Level Taking Operational Decision Management to the Next Level Recognize opportunity and risk - and

More information

INSIDE THIS ISSUE. Whitepaper

INSIDE THIS ISSUE. Whitepaper Whitepaper INSIDE THIS ISSUE This whitepaper explains why Microsoft Dynamics AX is particularly well-suited for supporting the needs of large enterprise-class organizations with a broad international presence.

More information

IBM Planning Analytics Express

IBM Planning Analytics Express Performance management and business intelligence for midsize organisations IBM Planning is a performance management (PM) and business intelligence (BI) solution for midsize organisations. It delivers the

More information

Orchestrated. Development Management. How to Strike the Right Balance between Speed and Control

Orchestrated. Development Management. How to Strike the Right Balance between Speed and Control Orchestrated Development Management How to Strike the Right Balance between Speed and Control Solution Brief Challenges Enterprise IT organizations are facing seismic shifts in how they can more rapidly

More information

Big Data Introduction

Big Data Introduction Big Data Introduction Who we are Experts At Your Service Over 50 specialists in IT infrastructure Certified, experienced, passionate Based In Switzerland 100% self-financed Swiss company Over CHF8 mio.

More information

Microsoft Azure Essentials

Microsoft 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 information

Infor CloudSuite Business

Infor CloudSuite Business Business Achieve a next-generation business strategy in the cloud Whether you re providing services or moving inventory in your home-town, across the country or around the world with Infor CloudSuite Business,

More information

Who is Databricks? Today, hundreds of organizations around the world use Databricks to build and power their production Spark applications.

Who is Databricks? Today, hundreds of organizations around the world use Databricks to build and power their production Spark applications. Databricks Primer Who is Databricks? Databricks was founded by the team who created Apache Spark, the most active open source project in the big data ecosystem today, and is the largest contributor to

More information

Azure IoT Suite. Secure device connectivity and management. Data ingestion and command + control. Rich dashboards and visualizations

Azure IoT Suite. Secure device connectivity and management. Data ingestion and command + control. Rich dashboards and visualizations Azure IoT Suite Secure device connectivity and management Data ingestion and command + control Rich dashboards and visualizations Business workflow integration Move beyond building blocks with pre-configured

More information

Data Warehouse Trends Report

Data Warehouse Trends Report Data Warehouse Trends Report 2018 Table of Contents Executive Summary Key Findings Survey Results About the Survey Sample Final Notes 3 5 7 10 12 Copyright Notice. This information may be used with proper

More information

Dynamic Enterprise Performance Management

Dynamic Enterprise Performance Management TM Dynamic Enterprise Performance Management Data. Insights. Action. 1 Pull insight out of the chaos Chaos. It s a word that few CFOs would like associated with their businesses; but when it comes to decision

More information

SUSiEtec The Application Ready IoT Framework. Create your path to digitalization while predictively addressing your business needs

SUSiEtec The Application Ready IoT Framework. Create your path to digitalization while predictively addressing your business needs SUSiEtec The Application Ready IoT Framework Create your path to digitalization while predictively addressing your business needs Industry 4.0 trends and vision Transform every aspect of the manufacturing

More information

GOVERNMENT ANALYTICS LEADERSHIP FORUM SAS Canada & The Institute of Public Administration of Canada. April 26 The Shaw Centre

GOVERNMENT ANALYTICS LEADERSHIP FORUM SAS Canada & The Institute of Public Administration of Canada. April 26 The Shaw Centre GOVERNMENT ANALYTICS LEADERSHIP FORUM SAS Canada & The Institute of Public Administration of Canada April 26 The Shaw Centre Ottawa Artificial Intelligence Algorithms Automation Deep Learning Machine Learning

More information

Embark on Your Data Management Journey with Confidence

Embark on Your Data Management Journey with Confidence SAP Brief SAP Data Hub Embark on Your Data Management Journey with Confidence SAP Brief Managing data operations across your complex IT landscape Proliferation of any kind of data presents a wealth of

More information

E-Guide THE EVOLUTION OF IOT ANALYTICS AND BIG DATA

E-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 information

OS A superior platform for business. Operate seamlessly, automatically, and intelligently anywhere in the world

OS A superior platform for business. Operate seamlessly, automatically, and intelligently anywhere in the world OS A superior platform for business Operate seamlessly, automatically, and intelligently anywhere in the world Infor OS A powerful advancement in enterprise technology Staying current is no longer a matter

More information

Financial Planning & Analysis Solution. A Financial Planning System is one of the core financial analytics applications that an enterprise needs.

Financial Planning & Analysis Solution. A Financial Planning System is one of the core financial analytics applications that an enterprise needs. Financial Planning & Analysis Solution A Financial Planning System is one of the core financial analytics applications that an enterprise needs. Trusted Experts in Analytics What is Financial Planning

More information

Successful healthcare analytics begin with the right data blueprint

Successful healthcare analytics begin with the right data blueprint IBM Software Information Management Healthcare Successful healthcare analytics begin with the right data blueprint 2 Successful healthcare analytics begin with the right data blueprint Executive summary

More information

NOUS INFOSYSTEMS LEVERAGING INTELLECT BI TRENDS. More Power to Users, Better Insights. Karthik Valluri BI lead

NOUS INFOSYSTEMS LEVERAGING INTELLECT BI TRENDS. More Power to Users, Better Insights. Karthik Valluri BI lead NOUS INFOSYSTEMS LEVERAGING INTELLECT TM R BI TRENDS More Power to Users, Better Insights Karthik Valluri BI lead BI EVOLUTION The BI Ecosystem has been dramatically changed over the past few years. At

More information

Sage X3 for CONSTRUCTION

Sage X3 for CONSTRUCTION Sage X3 for CONSTRUCTION for the Construction Industry Major concerns in the construction industry include risks to growth and expansion of the industry, industrial unrest, loss of key skills and expertise,

More information

T H E B O T T O M L I N E

T H E B O T T O M L I N E P R O G R A M : D A T A A N D A N A L Y T I C S R E S E A R C H N O T E D O C U M E N T Q 5 4 M A R C H 2 0 1 6 CPM TECHNOLOGY VALUE MATRIX 2016 A N A L Y S T Anne Moxie T H E B O T T O M L I N E The corporate

More information

IBM Kenexa BrassRing on Cloud

IBM Kenexa BrassRing on Cloud IBM Kenexa BrassRing on Cloud Industry-leading global talent acquisition solution Highlights Find the right talent for the right job at the right time. Help facilitate compliance with government regulations

More information

Whitepaper. Intelligent Process Automation (IPA) - The Next Level of AI Enablement

Whitepaper. Intelligent Process Automation (IPA) - The Next Level of AI Enablement Whitepaper Intelligent Process Automation (IPA) - The Next Level of AI Enablement 1 Intelligent Process Automation (IPA) refers to application of Artificial Intelligence (AI) and related new innovative

More information

Integrated Social and Enterprise Data = Enhanced Analytics

Integrated 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 information

Delivering Business-Critical Solutions with SharePoint 2010

Delivering Business-Critical Solutions with SharePoint 2010 Delivering Business-Critical Solutions with SharePoint 2010 White Paper October 2011 Delivering Business-Critical Solutions with SharePoint 2010 White Paper Page 1 DISCLAIMER The information contained

More information

BMC point of view. The Future of Service Management

BMC point of view. The Future of Service Management BMC point of view The Future of Service Management CONTENTS The BMC POV The 3 "Cs" and the Future of Service Management BMC Helix BMC Helix Business Outcomes The BMC Advantage The BMC POV The business

More information

Make Business Intelligence Work on Big Data

Make Business Intelligence Work on Big Data Make Business Intelligence Work on Big Data Speed. Scale. Simplicity. Put the Power of Big Data in the Hands of Business Users Connect your BI tools directly to your big data without compromising scale,

More information

EBOOK: Cloudwick Powering the Digital Enterprise

EBOOK: 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 information

2 Analytics Reinvented

2 Analytics Reinvented Federal agencies now have access to larger and richer collections of data to advance their mission. New technologies and techniques make it possible to collect, analyze and act on this data in new and

More information

IBM Analytics Unleash the power of data with Apache Spark

IBM Analytics Unleash the power of data with Apache Spark IBM Analytics Unleash the power of data with Apache Spark Agility, speed and simplicity define the analytics operating system of the future 1 2 3 4 Use Spark to create value from data-driven insights Lower

More information

IBM Analytics. Data science is a team sport. Do you have the skills to be a team player?

IBM Analytics. Data science is a team sport. Do you have the skills to be a team player? IBM Analytics Data science is a team sport. Do you have the skills to be a team player? 1 2 3 4 5 6 7 Introduction The data The data The developer The business Data science teams: The new agents Resources

More information

Visual Studio 2008 for. Office Development

Visual Studio 2008 for. Office Development Visual Studio 2008 for Office Development Overview of Visual Studio 2008 Microsoft Visual Studio 2008 is the development environment for designing, developing, and testing next-generation Windows -based

More information

Making intelligent decisions about identities and their access

Making intelligent decisions about identities and their access Making intelligent decisions about identities and their access Provision users and mitigate risks with Identity Governance and Intelligence Highlights Provide a business-centric approach to risk-based

More information

WELCOME TO. Cloud Data Services: The Art of the Possible

WELCOME TO. Cloud Data Services: The Art of the Possible WELCOME TO Cloud Data Services: The Art of the Possible Goals for Today Share the cloud-based data management and analytics technologies that are enabling rapid development of new mobile applications Discuss

More information

ERPs and Enabling Technologies. July 2018

ERPs and Enabling Technologies. July 2018 ERPs and Enabling Technologies July 2018 Introduction Matt Stallard Director Email: mstallard@deloitte.co.uk 2 Agenda Next generation of ERPs Enabling technologies Why data is key What skills are required

More information

Improve Enterprise Application Adoption with User Experience Analytics

Improve Enterprise Application Adoption with User Experience Analytics SAP Brief PUBLIC Technology Platform SAP User Experience Management by Knoa Improve Enterprise Application Adoption with User Experience Analytics SAP Brief Improving the user experience starts with the

More information

Top 5 Challenges for Hadoop MapReduce in the Enterprise. Whitepaper - May /9/11

Top 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 information

Pre-Requisites A good understanding of Azure data services A basic knowledge of the Microsoft Windows operating system and its core functionality

Pre-Requisites A good understanding of Azure data services A basic knowledge of the Microsoft Windows operating system and its core functionality [MS20776]: Performing Big Data Engineering on Microsoft Cloud Services Length : 5 days Audience(s) : Data Professionals Level : 300 Technology : SQL Server Delivery Method : Instructor-led (Classroom)

More information

Tax Solution Innovation in the Cloud

Tax Solution Innovation in the Cloud Vertex Tax Solution Innovation in the Cloud Building a Software-as-a-Service Solution to Address Market Demand 1 / 11 Table of Contents 3 Vertex: Embracing the Cloud 5 Transforming Tax Management for Customers

More information

The Technology-Driven of. Project Management. Capitalizing on the Potential Changes and Opportunities

The 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 information

How to Design a Successful Data Lake

How 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 information

Cognizant BigFrame Fast, Secure Legacy Migration

Cognizant BigFrame Fast, Secure Legacy Migration Cognizant BigFrame Fast, Secure Legacy Migration Speeding Business Access to Critical Data BigFrame speeds migration from legacy systems to secure next-generation data platforms, providing up to a 4X performance

More information

Roles and Processes in Analytics Development

Roles and Processes in Analytics Development Roles and Processes in Analytics Development The rapid evolution of data analytics has been accelerated by advances in: large scale Internet connectivity data warehousing data analysis and mining algorithms

More information

A Customer s Journey: Looking Down the Road in 2018

A Customer s Journey: Looking Down the Road in 2018 A Customer s Journey: Looking Down the Road in 2018 How analytics is adapting to a changing customer service paradigm A Whitepaper by Nexidia Taking the Journey with Your Customers The way we understand

More information

Fuel a New Digital Core with Complete and Accurate Data

Fuel a New Digital Core with Complete and Accurate Data SAP Brief SAP Extensions SAP Advanced Data Migration by BackOffice Associates Objectives Fuel a New Digital Core with Complete and Accurate Data Migrate affordably and come to value quickly Migrate affordably

More information

Analytics for All Your Data: Cloud Essentials. Pervasive Insight in the World of Cloud

Analytics for All Your Data: Cloud Essentials. Pervasive Insight in the World of Cloud Analytics for All Your Data: Cloud Essentials Pervasive Insight in the World of Cloud The Opportunity We re living in a world where just about everything we see, do, hear, feel, and experience is captured

More information

MAPR: THE CONVERGED DATA PLATFORM FOR MANUFACTURING

MAPR: THE CONVERGED DATA PLATFORM FOR MANUFACTURING MAPR: THE CONVERGED DATA PLATFORM FOR MANUFACTURING 1 SOLVE COMPLEX MANUFACTURING CHALLENGES USING BIG DATA The manufacturing industry is the most important segment for increased automation and digitization.

More information

How Circeo runs online Retail Loan Factory for Banks from IBM Cloud

How Circeo runs online Retail Loan Factory for Banks from IBM Cloud How Circeo runs online Retail Loan Factory for Banks from IBM Cloud Bled 2018 Think Bled / DOC ID / Nov 6-7, 2018 / 2018 IBM Corporation Contents Introduction Part One Circeo & TheLoanFactory Part Two

More information

SuccessFactors Employee Central Side-by-Side Deployment with SAP ERP. White Paper

SuccessFactors Employee Central Side-by-Side Deployment with SAP ERP. White Paper SuccessFactors Employee Central Side-by-Side Deployment with SAP ERP White Paper Legal Disclaimer This paper outlines our general solution vision and direction and should not be relied on in making a purchase

More information

Accelerating Your Big Data Analytics. Jeff Healey, Director Product Marketing, HPE Vertica

Accelerating Your Big Data Analytics. Jeff Healey, Director Product Marketing, HPE Vertica Accelerating Your Big Data Analytics Jeff Healey, Director Product Marketing, HPE Vertica Recent Waves of Disruption IT Infrastructu re for Analytics Data Warehouse Modernization Big Data/ Hadoop Cloud

More information

Appraisal Order Management Suite (OMS) For AMC Organizations.

Appraisal Order Management Suite (OMS) For AMC Organizations. Appraisal Order Management Suite (OMS) For AMC Organizations www.valuems.com Executive Summary Value Management Solutions offers a Cloud-Based SaaS Platform for Appraisal Management, hosted on Microsoft

More information

Architecting an Open Data Lake for the Enterprise

Architecting an Open Data Lake for the Enterprise Architecting an Open Data Lake for the Enterprise 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved. Today s Presenters Daniel Geske, Solutions Architect, Amazon Web Services Armin

More information

Productivity Management INTELLIGENT COLLABORATION SOLUTION

Productivity Management INTELLIGENT COLLABORATION SOLUTION Productivity Management INTELLIGENT COLLABORATION SOLUTION Why Productivity Management? Organizations are now challenged with delivering consistent customer experiences across all teams and channels, despite

More information

GET MORE VALUE OUT OF BIG DATA

GET MORE VALUE OUT OF BIG DATA GET MORE VALUE OUT OF BIG DATA Enterprise data is increasing at an alarming rate. An International Data Corporation (IDC) study estimates that data is growing at 50 percent a year and will grow by 50 times

More information

DATA SHEET TENEO FOR THE AUTOMOTIVE INDUSTRY TENEO PLATFORM

DATA SHEET TENEO FOR THE AUTOMOTIVE INDUSTRY TENEO PLATFORM DATA SHEET TENEO PLATFORM Teneo is an advanced development and analytics platform that enables business users and developers to collaborate on creating sophisticated conversational AI applications. Teneo

More information

Integration and Infrastructure Software. Process Integration from IBM. Optimizing resources to improve productivity.

Integration and Infrastructure Software. Process Integration from IBM. Optimizing resources to improve productivity. Integration and Infrastructure Software Process Integration from IBM. Optimizing resources to improve productivity. Optimize and deploy business processes that are in line with strategic goals. Market

More information

MicroStrategy Positioned in the Leaders Quadrant of 2013 Magic Quadrant for Business Intelligence and Analytics Platforms Report

MicroStrategy Positioned in the Leaders Quadrant of 2013 Magic Quadrant for Business Intelligence and Analytics Platforms Report MicroStrategy Positioned in the Leaders Quadrant of 2013 Magic Quadrant for Business Intelligence and Analytics Platforms Report Evaluation Based on Completeness of Vision and Ability to Execute Tysons

More information

Infor Supply Chain Execution

Infor Supply Chain Execution Manufacturing Infor Supply Chain Execution Engineered for speed, agility, and change Today s customers have heightened demands for service and value. Quality, cost, and speed are no longer trade-offs in

More information

WHITE PAPER Microsoft SQL Server 2005: Bringing Business Intelligence to the Masses

WHITE PAPER Microsoft SQL Server 2005: Bringing Business Intelligence to the Masses Global Headquarters: 5 Speen Street Framingham, MA 01701 USA P.508.872.8200 F.508.935.4015 www.idc.com WHITE PAPER Microsoft SQL Server 2005: Bringing Business Intelligence to the Masses Sponsored by:

More information

IBM Tivoli Service Desk

IBM Tivoli Service Desk Deliver high-quality services while helping to control cost IBM Tivoli Service Desk Highlights Streamline incident and problem management processes for more rapid service restoration at an appropriate

More information

When Big Data Meets Fast Data

When Big Data Meets Fast Data 15 November 2016 When Big Data Meets Fast Data - London 2016 Ted Orme VP Technology EMEA When Big Data Meets Fast Data The Evolution of Hadoop Enterprise ready From batch to real-time Now add Cloud It

More information

CHOOSING AN APPROACH TO ANALYTICS: is a single technology platform the right investment?

CHOOSING AN APPROACH TO ANALYTICS: is a single technology platform the right investment? 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.

More information

White Paper Describing the BI journey

White 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 information

Accelerate your business with Microsoft Azure

Accelerate your business with Microsoft Azure Accelerate your business with Microsoft Azure Product Overview The future is exciting. Ready? Introduction Microsoft Azure is a growing collection of integrated cloud solutions analytics, computing, database,

More information

Building Intelligence: The New BI

Building Intelligence: The New BI Building Intelligence: The New BI Applying Business Intelligence/BI Best Practices to Multi-site Retail E360 Annual Conference Atlanta, Ga. April 11 & 12 Paul Hepperla Vice President, North American Solutions

More information

Integrated business planning with SAP Business Planning and Consolidation

Integrated business planning with SAP Business Planning and Consolidation Integrated business planning with SAP Business Planning and Consolidation Public Pras Chatterjee, SAP EPM Product Marketing November 2016 Legal disclaimer The information in this presentation is confidential

More information

TECHNOLOGY VISION FOR SALESFORCE

TECHNOLOGY 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 information

Oracle Management Cloud. The Next Generation of Systems Management

Oracle Management Cloud. The Next Generation of Systems Management Oracle Management Cloud The Next Generation of Systems Management Oracle Management Cloud represents a new generation of systems management designed for today s IT organizations. Delivering on Oracle s

More information

SAP Business One OnDemand. SAP Business One OnDemand Solution Overview

SAP Business One OnDemand. SAP Business One OnDemand Solution Overview SAP Business One OnDemand SAP Business One OnDemand Solution Overview SAP Business One OnDemand Table of Contents 4 Executive Summary Introduction SAP Business One Today 8 A Technical Overview: SAP Business

More information

Actionable Insights with PI Integrators

Actionable Insights with PI Integrators Actionable Insights with PI Integrators Hans Otto Weinhold, Partner Solutions Architect Joy Wang, Product Manager Agenda Introduction to PI Integrators Learn about Integrators and how they add value to

More information

Innovation to grow. Insight to control.

Innovation to grow. Insight to control. Innovation to grow. Insight to control. Oracle Cloud Strategy and Vision For the Journey to Cloud Füzes Péter Kormányzati Üzletág Igazgató, ECMEA régió Transformation % A Platform and a Path What We Built

More information

How to Build Your Data Ecosystem with Tableau on AWS

How to Build Your Data Ecosystem with Tableau on AWS How to Build Your Data Ecosystem with Tableau on AWS Moving Your BI to the Cloud Your BI is working, and it s probably working well. But, continuing to empower your colleagues with data is going to be

More information

HADOOP SOLUTION USING EMC ISILON AND CLOUDERA ENTERPRISE Efficient, Flexible In-Place Hadoop Analytics

HADOOP SOLUTION USING EMC ISILON AND CLOUDERA ENTERPRISE Efficient, Flexible In-Place Hadoop Analytics HADOOP SOLUTION USING EMC ISILON AND CLOUDERA ENTERPRISE Efficient, Flexible In-Place Hadoop Analytics ESSENTIALS EMC ISILON Use the industry's first and only scale-out NAS solution with native Hadoop

More information

Robotic Process Automation

Robotic Process Automation Automate any business process on-the-fly with Robotic Process Automation Paradoxically, IT is the least automated department in many organizations. Robotic Process Automation (RPA) applies specific technologies

More information