Angoss Predictive Analytics Software Suite

Size: px
Start display at page:

Download "Angoss Predictive Analytics Software Suite"

Transcription

1 Angoss Predictive Analytics Software Suite Angoss Reference Code: IT Publication Date: 11 Jan 2013 Author: Surya Mukherjee SUMMARY Catalyst Over the last three years, predictive analytics has been witnessing an upward trend in interest and adoption. Demand is driven by an increasingly volatile business environment where knowing and anticipating business opportunities and threats is the key to growth. Given the current business environment, predictive analysis is becoming a necessary discipline to help enterprises make better decisions, both in strategic processes and in operational/tactical processes. The growth in this space has also been fueled by two external factors: the explosion in the availability of data and the recent advancements in analytics infrastructure. The market presents an opportunity for vendors such as Angoss to expand their market share. Angoss, with its predictive analytics suite of products and solutions (KnowledgeStudio, KnowledgeSeeker, KnowledgeExcelerator, KnowledgeCloud, and KnowledgeScore), provides a range of capabilities to create, modify, and manage predictive models. The products and solutions are widely used in the financial services, insurance, telecoms, high technology and retail industries. A variety of deployment models are available. Key findings The vendor had a busy 2012 with major releases for several products in its software suite. The spate of releases builds on its increasing investment in R&D. Angoss is betting big on cloud deployments, more so than other predictive vendors at this point. Ovum finds the KnowledgeHub platform and the KnowledgeCloud solutions well suited to enterprise clients. Similarly, on demand cloud deployment is well suited to medium sized enterprises or for use in fixed term, project based initiatives. In the latest version of KnowledgeSeeker/Studio (v8.5), you can import R datasets directly. Ovum believes this will further broaden the appeal of the solution for data scientists. This is in Ovum. Unauthorized reproduction prohibited Page 1

2 addition to being able to import datasets from other statistical packages such as SAS and SPSS, as well as other standard formats such as Excel and text files. Angoss specializes in applying statistical decision trees to enterprise data and has found practical applications for monitoring and predicting outcomes from strategies, campaigns, and decisions. Angoss has a broad installed base in financial services, insurance and telecoms, and is trying to grow adoption in other sectors. It offers 64 bit addressing and uses the MPP capabilities of some prominent enterprise databases; the solution supports realtime scoring but does not offer realtime monitoring. It can use Hadoop as a data source and as a deployment platform for models created in KnowledgeStudio. It embeds text analytics engine from Lexalytics for natural language processing and text analysis. Ovum recommends Angoss is best suited to large organizations that need to run predictive analytics on internal and external data but cannot wait for lengthy deployment cycles. Arguably even SMEs would benefit from smaller deployment cycles, but the vendor s experience is that the vast majority of its customers are large enterprises. One of the differentiating factors of Angoss solution is its strong focus on the cloud, which is beneficial to organizations starting from scratch or for departments that want to steer clear of IT approvals. Possessing a robust cloud deployment environment helps the vendor provide proof of concepts (PoCs) and actual implementations faster than on premise only vendors. The vendor s focus on non programmatic approaches to predictive analysis is also an important aspect to consider. While visual analytics is a hot area, with almost every vendor releasing their own versions, the Angoss solution is focused on allowing users to visually design many predictive jobs that would traditionally require manual coding. This has appeal for business users who would like to analyze data without learning the intricacies of coding. One of the key benefits of the solution is its interoperability and modularity. Angoss ensures that all models and trees generated natively are automatically translated to SAS, SPSS, SQL, and PPML formats (and Java, XML, etc. for decision tree models). This makes the solution easily interoperable with other BI/predictive solutions. The solution also allows users to choose specific functionality from Angoss while working with SAS/SPSS for other parts of the stack. Hence, those enterprises that are unhappy with parts of the current predictive solution they own, or find it too expensive to upgrade to a single suite of products from one vendor, can simply factor Angoss into their predictive analytics strategy. Lastly, purely on a list price basis, Angoss appears to be less expensive than larger vendors on average. Angoss prices sit between open source R and proprietary tools such as SAS and SPSS. Ovum. Unauthorized reproduction prohibited Page 2

3 Value proposition Angoss s capabilities in statistical decision trees are noteworthy, and this is a statistical method that is frequently used in investment banks and hedge funds. Ovum believes that organizations which use probability driven decisioning methods for next best actions will find great value in the offering. The solution provides flexibility to modify decision trees at group and individual node levels, which allows users to test a wide variety of scenarios. Trees can be converted to predictive rules that can be deployed in other analytical environments, which is another benefit of the solution. SOLUTION ANALYSIS Functionality Angoss offers a suite of integrated products for modeling, decision trees, strategy design, and automatic code generation. These products and solutions may be purchased as a complete suite deployed either on the desktop or as client server deployments with optional Big Data and text analytics capabilities. Figure 1 shows the architecture of the Angoss solution. Ovum. Unauthorized reproduction prohibited Page 3

4 Figure 1: Angoss Product Suite architecture Source: Angoss Core products KnowledgeExcelerator a visual data discovery and prediction tool aimed at business analysts and knowledge workers. The solution is intuitive and non programmatic in nature. KnowledgeSeeker a data mining and predictive analysis workbench tool that helps users prepare and profile data, make decision trees, and execute statistical models. Ovum. Unauthorized reproduction prohibited Page 4

5 KnowledgeStudio adds advanced modeling and predictive analytics features for more complex and high end analyses. Key functionality/modules available inside Studio/Seeker: StrategyBuilder a standard module available in both KnowledgeSeeker and KnowledgeStudio that allows organizations to design and deploy predictive strategies using strategy trees. Predictive models can be integrated with the business rules that govern marketing, sales or risk business processes, with an aim to optimize decisioning. Big Data analytics drivers/connectors optional In database analytics drivers that allow users to perform data mining and predictive analytics directly on data stored in an enterprise data warehouse. It supports Teradata, Microsoft SQL Server, Oracle, and Netezza databases. The solution can also import data from Hadoop. Text analytics Angoss OEMs its text analytics engine from Lexalytics and adds functionality to manage and visualize text analysis and sentiment data. The solution can be used to mine and analyze unstructured, text based data, and merge the output of text analytics with structured, proprietary data to perform data mining and predictive analytics with additional predictive variables for improved accuracy. Cloud deployment Along with on premise software deployment, Angoss provides an on demand cloud hosted offering and fully managed analytical services hosted on its KnowledgeHub platform. KnowledgeHub provides elastic scale and flexible and rapid deployment options for running Angoss fully managed and hosted analytical solutions. The vendor provides rapid deployment processes and professional services with cloud deployments to help with transition. KnowledgeHub technology components include: ETL processes integrate data from multiple source systems into a secure client specific analytical data mart automated workflows for data jobs can be created in KnowledgeHub dedicated portal a customized web portal for detailed management reporting and access to support resources. Solutions delivered through KnowledgeHub include: KnowledgeCloud predictive analytics industry solutions in the areas of sales, marketing and risk management. KnowledgeCloud solutions serve clients in the asset management, insurance, banking, high tech, and retail industries. Ovum. Unauthorized reproduction prohibited Page 5

6 KnowledgeScore a cloud based predictive sales analytics solution for CRM that uses predictive analytics to score prospects and opportunities, and recommend next best actions, for improved sales productivity and revenue growth. Go to market strategy Angoss's primary target market is large organizations with more than 5,000 employees. Angoss counts about 270 customers. Key verticals include the financial sector (banking, wealth management, insurance), communications sector (media & entertainment, telecommunications, information/tech), and distribution sector (retail, consumer packaged goods). Angoss has reseller partner relationships in Asia Pacific and intends to grow its existing network of partnerships in North America and EMEA. These partners also assist with implementation services. Key technology partners include software vendors Lexalytics (OEM), Teradata, Microsoft (SQL), IBM (Netezza), and Dundas Data Visualization. SaaS partners include Salesforce.com, Meridian IQ, and Broadridge Financial Solutions (Access Data). Lexalytics provides the text mining and sentiment analysis capabilities embedded in Angoss. Database vendors support Angoss s R&D efforts for indatabase analytics; Dundas supports visualization, while Meridian and Broadridge support Angoss s asset management solution as data sources. Angoss typically rolls out one major and one minor product release each year. The company s near term product roadmap plans include two releases: a minor release in Spring 2013 and a major release in Fall The focus of both will be on extending and enhancing the core functionality of the workbench. Angoss will also revamp the user interface capabilities to make predictive analytics and data mining more intuitive for non technical business users. Further enhancements within both releases will be geared towards developing easily maintainable and robust workflow processes for managing and monitoring projects and tasks. The major release will include new business application features such as time series and forecasting analysis. Future releases (beyond 2013) will focus on providing intuitive and guided solutions for business analysts to perform data mining and predictive analytics. A great deal of emphasis will be placed on enhancing the data visualization components to further the usability of the tool and ease of integration with Microsoft Office. One of the key modules that both releases will focus on is extending the existing scorecard module, aiming to improve the workflow. Deployment Angoss offers three modes of deployment client, network, and cloud. Client deployment in this configuration (Figure 2) KnowledgeStudio, KnowledgeSeeker, and KnowledgeExcelerator are installed directly on a local PC for single user access. The Angoss client, engine and the Lexalytics Ovum. Unauthorized reproduction prohibited Page 6

7 Salience engine (where text analytics is deployed) all reside on the local drive and communicate directly with the customer s networked data center to import/export/store data for use with the software. The platform engine communicates directly with the client s local working directory, allowing access to locally stored project files. Additionally, the Salience engine communicates directly with the customer s networked database server for analysis and storage of text (unstructured) data Figure 2: Angoss client deployment Source: Angoss Client/server deployment As with the client deployment, a network deployment (Figure 3) of Angoss resides almost entirely on the customer s servers. The platform client is installed on PCs to allow users with licenses to access the Ovum. Unauthorized reproduction prohibited Page 7

8 server from their workstations. However, any platform engines are located on the networked servers along with the corporate working directory. This installation option is available for KnowledgeStudio and KnowledgeSeeker. Figure 3: Angoss network deployment Source: Angoss Cloud deployment Both KnowledgeStudio and KnowledgeSeeker can reside within the cloud (Figure 4), running on Angoss servers. The servers house the Angoss platform engine, as well as a working directory that is used to store files and data imported from the customer s enterprise servers. This data is securely transferred past the external firewall via an SFTP client, and is processed by a corresponding protocol within Angoss s servers. The Angoss servers cannot communicate directly with the customer s data center. Users can access the platform from any PC that has the Angoss client installed on it, provided they have a user license. Ovum. Unauthorized reproduction prohibited Page 8

9 Figure 4: Angoss cloud deployment Source: Angoss Deployment examples Bell Bell is a Canadian telecoms company with around 28 million customer connections. The company is increasingly challenged to grow market share in the face of increasing competition in the communication services sector. Bell s marketing department relied heavily on expert predictive modeling and segmentation staff for campaigns. This team contributed to all marketing initiatives, from campaign planning to execution and managed over analytical 100 models from development to refresh and validation. The team spent 50% of their time on model development and maintenance, and the remainder on data mining, consulting, and planning. KnowledgeStudio data mining and predictive analytics helped them optimize their time and achieve better campaign results. Team members saw the interoperability of Angoss products and the ease of integration between KnowledgeStudio and their statistical environment as a key benefit. Using KnowledgeStudio, they were able to recommend immediate action to the marketing teams, increasing the reach of their campaigns. One campaign that saw substantially improved results through the application of decision trees in KnowledgeStudio focused on increasing retention of customers of high speed Internet service. By using specific variables to grow a decision tree structure, the Bell team was able to accurately identify the Ovum. Unauthorized reproduction prohibited Page 9

10 characteristics of the customers most likely to cancel their service subscription. Applying business rules generated via the tool, the campaign team took immediate action to mitigate future churn and manage and improve revenue. Another Bell project focused on customer acquisition. Using decision trees and supplemental modeling the project achieved a 10% increase in incremental revenues. The model improved the efficacy of customer targeting, leading to six figure increases in revenues. Sainsbury s Sainsbury s is a UK supermarket. Sainsbury s Finance provides a range of products including insurance, credit cards, savings, and loans. It understands the value of its customer data and has been leveraging this information for customer acquisition, retention, and cross sales. With millions of customers in its database, Sainsbury's Finance required an analytical solution that was fast, flexible, user friendly, and capable of handling large amounts of data. After evaluating various software options, Sainsbury Finance chose Angoss KnowledgeStudio from among several competitors. Solution deployment was a particularly important issue for Sainsbury. Previous solutions required manual verification of code a lengthy process. KnowledgeStudio s speed and flexibility, combined with a variety of modeling techniques and automated code generation, was what it needed to move models into production. KnowledgeStudio is now the key tool that Sainsbury's Finance uses to gain customer insights for strategic decision making. Over the past year, the company has used Angoss KnowledgeStudio to focus on monitoring credit card use and to predict customer responsiveness to other Sainsbury s Finance products. The models that have been designed have been successfully deployed from Angoss as views in Teradata, the company s enterprise data warehouse. Sainsbury's Finance analysts use KnowledgeStudio for data visualization to understand consumer behavior. This enables them to recognize and identify customers for marketing purposes. Marketing strategically to customers who are more likely to purchase new products translates into more successful marketing campaigns. DATA SHEET Key facts about the solution Table 1: Data sheet Product names KnowledgeStudio KnowledgeSeeker Product classification Data mining and predictive analytics software KnowledgeExcelerator KnowledgeCloud KnowledgeScore Version number 1) KnowledgeStudio & Release date 1) November 29, 2012 Ovum. Unauthorized reproduction prohibited Page 10

11 KnowledgeSeeker 8.5 2) September 27, ) KnowledgeExcelerator 8.5 3) August 21, ) KnowledgeScore 4) February 14, ) KnowledgeCloud Industries covered Financial sector Geographies covered Americas (73% install base) Communications sector EMEA (21%) Distribution sector Asia Pacific (6%) Relevant company sizes Large (80% of customers) Medium sized (15%) Small (5%) Platforms supported Microsoft Windows XP professional, SP2 +; Vista; 7; Windows Server 2003, 2008 (32/64 bit, where applicable) Red Hat Enterprise Linux 5 (32/64 bit), 6 (64 bit) Solaris 9 & 10 on SPARC architecture AIX 6.1 Languages supported English for user interface Data can be in any language or encoding Text analysis can be done in English, French, Spanish, Portugese, or German Licensing options Term fixed licenses (1 10 users Seeker & Studio desktop or client server, for Excelerator) On demand (cloud) per seat: annual, quarterly, monthly Deployment options On premise software license Route(s) to market Direct sales On demand, cloud Resellers Fully managed, hosted Online URL Company headquarters 111 George Street, Suite 200Toronto, Ontario M5A 2N4Canada European headquarters Surrey Technology Centre40 Occam RoadThe Surrey Research ParkGuildford, Surrey GU2 7YG North America headquarters HQ Toronto, CanadaUS Office: th Street NW, Suite 500 Washington, DC Source: Angoss APPENDIX Further reading On the Radar: Angoss, IT (September 2012) 2013 Trends to Watch: BI and Analytics, IT (October 2012) Ovum. Unauthorized reproduction prohibited Page 11

12 Methodology Ovum Technology Audits are independent product reviews carried out using Ovum s evaluation model for the relevant technology area, supported by conversations with vendors, users, and service providers of the solution concerned, and in depth secondary research. Author Surya Mukherjee, Senior Analyst, Information Management surya.mukherjee@ovum.com Ovum Consulting We hope that this analysis will help you make informed and imaginative business decisions. If you have further requirements, Ovum s consulting team may be able to help you. For more information about Ovum s consulting capabilities, please contact us directly at consulting@ovum.com. Disclaimer All Rights Reserved. No part of this publication may be reproduced, stored in a retrieval system, or transmitted in any form by any means, electronic, mechanical, photocopying, recording, or otherwise, without the prior permission of the publisher, Ovum (an Informa business). The facts of this report are believed to be correct at the time of publication but cannot be guaranteed. Please note that the findings, conclusions, and recommendations that Ovum delivers will be based on information gathered in good faith from both primary and secondary sources, whose accuracy we are not always in a position to guarantee. As such Ovum can accept no liability whatever for actions taken based on any information that may subsequently prove to be incorrect. Ovum. Unauthorized reproduction prohibited Page 12

Grow Revenues and Reduce Risk with Powerful Analytics Software

Grow Revenues and Reduce Risk with Powerful Analytics Software Grow Revenues and Reduce Risk with Powerful Analytics Software Overview Gaining knowledge through data selection, data exploration, model creation and predictive action is the key to increasing revenues,

More information

How to Optimize Your Data Mining Environment

How to Optimize Your Data Mining Environment WHITEPAPER How to Optimize Your Data Mining Environment For Better Business Intelligence Data mining is the process of applying business intelligence software tools to business data in order to create

More information

KnowledgeSEEKER Marketing Edition

KnowledgeSEEKER Marketing Edition KnowledgeSEEKER Marketing Edition Predictive Analytics for Marketing The Easiest to Use Marketing Analytics Tool KnowledgeSEEKER Marketing Edition is a predictive analytics tool designed for marketers

More information

WHITEPAPER. Creating and Deploying Predictive Strategies that Drive Customer Value in Marketing, Sales and Risk

WHITEPAPER. Creating and Deploying Predictive Strategies that Drive Customer Value in Marketing, Sales and Risk WHITEPAPER Creating and Deploying Predictive Strategies that Drive Customer Value in Marketing, Sales and Risk Overview Angoss is helping its clients achieve significant revenue growth and measurable return

More information

WHITEPAPER. How to Credit Score with Predictive Analytics

WHITEPAPER. How to Credit Score with Predictive Analytics WHITEPAPER How to Credit Score with Predictive Analytics Managing Credit Risk Credit scoring and automated rule-based decisioning are the most important tools used by financial services and credit lending

More information

FundGUARD. On-Demand Sales and Marketing Optimization for Mutual Funds and Wealth Management

FundGUARD. On-Demand Sales and Marketing Optimization for Mutual Funds and Wealth Management FundGUARD On-Demand Sales and Marketing Optimization for Mutual Funds and Wealth Management Angoss FundGUARD is the only solution that provides sales leaders and marketing professionals with predictive

More information

Predictive Analytics Software Suite

Predictive Analytics Software Suite Predictive Analytics Software Suite Predict What Will Happen Next In the face of a complex business environment, the key to success for organizations today is their ability to effectively leverage their

More information

On the Radar: EMC Supplier Exchange

On the Radar: EMC Supplier Exchange On the Radar: EMC Supplier Exchange Addressing key issues for managers of complex contracts in energy and engineering Reference Code: IT023-000006 Publication Date: 11 Jun 2014 Author: Warren Wilson SUMMARY

More information

KnowledgeSTUDIO HIGH-PERFORMANCE PREDICTIVE ANALYTICS USING ADVANCED MODELING TECHNIQUES

KnowledgeSTUDIO HIGH-PERFORMANCE PREDICTIVE ANALYTICS USING ADVANCED MODELING TECHNIQUES HIGH-PERFORMANCE PREDICTIVE ANALYTICS USING ADVANCED MODELING TECHNIQUES Translating data into business value requires the right data mining and modeling techniques which uncover important patterns within

More information

ImageWare Systems, Inc.

ImageWare Systems, Inc. ImageWare Systems, Inc. Delivering next-generation biometrics as an interactive and scalable cloud-based service SUMMARY Catalyst ImageWare Systems, Inc. (IWS) is a developer of leading-edge, identity-based,

More information

Build it. Predict it. Visualize it.

Build it. Predict it. Visualize it. 0 Build it. Predict it. Visualize it. Scorecard Scorecard (bin) % of Total Count of Sco 1 250 300 350 400 450 500 550 600 650 700 Occupation Relationship Education other service Own-child HS-grad? Prof-special

More information

On the Radar: NextPlane

On the Radar: NextPlane On the Radar: NextPlane Unified communications federation delivered via the cloud Reference Code: IT016-001534 Publication Date: 24 Sep 2013 Author: Saurabh Sharma SUMMARY Catalyst NextPlane UC Exchange

More information

SWOT Assessment: FireMon Security Manager Suite v7.0

SWOT Assessment: FireMon Security Manager Suite v7.0 SWOT Assessment: FireMon Security Manager Suite v7.0 Analyzing the strengths, weaknesses, opportunities, and threats Reference Code: IT017-004174 Publication Date: 12 Aug 2013 Author: Andrew Kellett SUMMARY

More information

SWOT Assessment: CoreMedia, CoreMedia 7

SWOT Assessment: CoreMedia, CoreMedia 7 SWOT Assessment: CoreMedia, CoreMedia 7 Analyzing the strengths, weaknesses, opportunities, and threats Reference Code: IT014-002848 Publication Date: 09 Dec 2013 Author: Sue Clarke SUMMARY Catalyst Web

More information

KnowledgeSEEKER POWERFUL SEGMENTATION, STRATEGY DESIGN AND VISUALIZATION SOFTWARE

KnowledgeSEEKER POWERFUL SEGMENTATION, STRATEGY DESIGN AND VISUALIZATION SOFTWARE POWERFUL SEGMENTATION, STRATEGY DESIGN AND VISUALIZATION SOFTWARE Most Effective Modeling Application Designed to Address Business Challenges Applying a predictive strategy to reach a desired business

More information

SWOT Assessment: Eccentex AppBase v5.0

SWOT Assessment: Eccentex AppBase v5.0 SWOT Assessment: Eccentex AppBase v5.0 Analyzing the strengths, weaknesses, opportunities, and threats Reference Code: IT014-002764 Publication Date: 29 Jul 2013 Author: Sue Clarke SUMMARY Catalyst Eccentex

More information

CA Service Management Solutions

CA Service Management Solutions CA Service Management Solutions CA Technologies Reference Code: IT017 004068 Publication Date: 09 Jan 2013 Author: Adam Holtby SUMMARY Catalyst IT functions are subject not only to the enterprise wide

More information

DocAve Software Platform

DocAve Software Platform TECHNOLOGY AUDIT DocAve Software Platform AvePoint Reference Code: OI00069-021 Publication Date: July 2011 Author: Mike Davis SUMMARY Catalyst AvePoint's DocAve Software Platform v5.6 provides an enterprise-strength

More information

On the Radar: Tessella

On the Radar: Tessella On the Radar: Tessella Creating an archive for the long-term preservation of digital content Reference Code: IT014-002789 Publication Date: 04 Sep 2013 Author: Sue Clarke SUMMARY Catalyst Ensuring that

More information

On the Radar: Esri UK

On the Radar: Esri UK On the Radar: Esri UK Geographic information reveals the determinants of better health Reference Code: IT011 000316 Publication Date: 30 May 2013 Author: Cornelia Wels Maug SUMMARY Catalyst The adoption

More information

SWOT Assessment: dotcms dotcms v2.5

SWOT Assessment: dotcms dotcms v2.5 SWOT Assessment: dotcms dotcms v2.5 Analyzing the strengths, weaknesses, opportunities, and threats Reference Code: IT014-002855 Publication Date: 13 Dec 2013 Author: Sue Clarke SUMMARY Catalyst Traditional

More information

Case Study: Unifying ITSM Practices and Technology

Case Study: Unifying ITSM Practices and Technology Case Study: Unifying ITSM Practices and Technology SBM Offshore Reference Code: EI025-000007 Publication Date: 17 Jun 2014 Author: Adam Holtby SUMMARY Catalyst As a result of corporate expansions, mergers,

More information

Specializing in visualizing and analyzing clinical trials data

Specializing in visualizing and analyzing clinical trials data ON THE RADAR Comprehend Systems Specializing in visualizing and analyzing clinical trials data Reference Code: OI00193-012 Publication Date: February 2012 Author: Andrew Brosnan and Cornelia Wels-Maug

More information

Secunia Vulnerability Intelligence Manager

Secunia Vulnerability Intelligence Manager TECHNOLOGY AUDIT Secunia Vulnerability Intelligence Manager Secunia Reference Code: OI00070-076 Publication Date: July 2011 Author: Andy Kellett SUMMARY Catalyst Secunia Vulnerability Intelligence Manager

More information

Product recommendations and promotions (couponing and discounts) Cross-sell and Upsell strategies

Product recommendations and promotions (couponing and discounts) Cross-sell and Upsell strategies WHITEPAPER Today, leading companies are looking to improve business performance via faster, better decision making by applying advanced predictive modeling to their vast and growing volumes of data. Business

More information

SWOT Assessment: BMC Remedy v9

SWOT Assessment: BMC Remedy v9 SWOT Assessment: BMC Remedy v9 Analyzing the strengths, weaknesses, opportunities, and threats Publication Date: 17 Aug 2015 Product code: IT0022-000489 Adam Holtby Summary Catalyst BMC Software is an

More information

Voice of the Customer: How to Move Beyond Listening to Action Merging Text Analytics with Data Mining and Predictive Analytics

Voice of the Customer: How to Move Beyond Listening to Action Merging Text Analytics with Data Mining and Predictive Analytics WHITEPAPER Voice of the Customer: How to Move Beyond Listening to Action Merging Text Analytics with Data Mining and Predictive Analytics Successful companies today both listen and understand what customers

More information

Ovum Decision Matrix: Business Intelligence and Analytics for Telcos

Ovum Decision Matrix: Business Intelligence and Analytics for Telcos Ovum Decision Matrix: Business Intelligence and Analytics for Telcos Harnessing data is more important than ever for telecoms providers Reference Code: IT012-000068 Publication Date: 09 Jan 2013 Author:

More information

WHITE PAPER. BMC Software Evaluation for Selecting a Cloud Management Solution Technology Decision Matrix, 2013 14

WHITE PAPER. BMC Software Evaluation for Selecting a Cloud Management Solution Technology Decision Matrix, 2013 14 BMC Software Evaluation for Selecting a Cloud Management Solution Technology Decision Matrix, 2013 14 BMC Software Evaluation for Selecting a Cloud Management Solution Technology Decision Matrix, 2013

More information

Oracle Business Intelligence Publisher. 1 Oracle Business Intelligence Publisher Certification. Certification Information 10g Release 3 (10.1.3.4.

Oracle Business Intelligence Publisher. 1 Oracle Business Intelligence Publisher Certification. Certification Information 10g Release 3 (10.1.3.4. Oracle Business Intelligence Publisher Certification Information 10g Release 3 (10.1.3.4.2) E12692-08 September 2011 This document outlines the certified hardware and software configurations for Oracle

More information

Solve your toughest challenges with data mining

Solve your toughest challenges with data mining IBM Software IBM SPSS Modeler Solve your toughest challenges with data mining Use predictive intelligence to make good decisions faster Solve your toughest challenges with data mining Imagine if you could

More information

SAP Predictive Analytics: An Overview and Roadmap. Charles Gadalla, SAP @cgadalla SESSION CODE: 603

SAP Predictive Analytics: An Overview and Roadmap. Charles Gadalla, SAP @cgadalla SESSION CODE: 603 SAP Predictive Analytics: An Overview and Roadmap Charles Gadalla, SAP @cgadalla SESSION CODE: 603 Advanced Analytics SAP Vision Embed Smart Agile Analytics into Decision Processes to Deliver Business

More information

Some vendors have a big presence in a particular industry; some are geared toward data scientists, others toward business users.

Some vendors have a big presence in a particular industry; some are geared toward data scientists, others toward business users. Bonus Chapter Ten Major Predictive Analytics Vendors In This Chapter Angoss FICO IBM RapidMiner Revolution Analytics Salford Systems SAP SAS StatSoft, Inc. TIBCO This chapter highlights ten of the major

More information

Secunia Corporate Software Inspector (Secunia CSI) ver.5.0

Secunia Corporate Software Inspector (Secunia CSI) ver.5.0 TECHNOLOGY AUDIT Secunia Corporate Software Inspector (Secunia CSI) ver.5.0 Secunia Reference Code: OI00070-107 Publication Date: December 2011 Author: Andy Kellett SUMMARY Catalyst Organizations need

More information

SWOT Assessment: BeyondTrust Privileged Identity Management Portfolio

SWOT Assessment: BeyondTrust Privileged Identity Management Portfolio SWOT Assessment: BeyondTrust Privileged Identity Management Portfolio Analyzing the strengths, weaknesses, opportunities, and threats Publication Date: 11 Jun 2015 Product code: IT0022-000387 Andrew Kellett

More information

Differentiate your business with a cloud contact center

Differentiate your business with a cloud contact center Differentiate your business with a cloud contact center A guide to selecting a partner that will enhance the customer experience An Ovum White Paper Sponsored by Cisco Systems, Inc. Publication Date: September

More information

Real World Application and Usage of IBM Advanced Analytics Technology

Real World Application and Usage of IBM Advanced Analytics Technology Real World Application and Usage of IBM Advanced Analytics Technology Anthony J. Young Pre-Sales Architect for IBM Advanced Analytics February 21, 2014 Welcome Anthony J. Young Lives in Austin, TX Focused

More information

Ovum Decision Matrix: Selecting a Customer Relationship Management Solution, 2013 14

Ovum Decision Matrix: Selecting a Customer Relationship Management Solution, 2013 14 Ovum Decision Matrix: Selecting a Customer Relationship Management Solution, 2013 14 Reference Code: EI015-000010 Publication Date: 24 Jul 2013 Author: Jeremy Cox, Maxine Holt SUMMARY Catalyst Although

More information

On the Radar: JReport

On the Radar: JReport Embedded reporting and analytics Publication Date: April 30 th, 2015 Product code: IT0014-003010 Surya Mukherjee Summary Catalyst Jinfonet Software, through its reporting and dashboarding applications,

More information

SAP NetWeaver 7.4 Planning Product Availability Matrix (Planning PAM)

SAP NetWeaver 7.4 Planning Product Availability Matrix (Planning PAM) SAP NetWeaver 7.4 Planning Product Availability Matrix (Planning PAM) with all EHPs February, 2014 Disclaimer: This document represents current planning for NW only and not for the SAP products using NW

More information

SWOT Assessment: Alfresco, Alfresco One, v5.0

SWOT Assessment: Alfresco, Alfresco One, v5.0 SWOT Assessment: Alfresco, Alfresco One, v5.0 Analyzing the strengths, weaknesses, opportunities, and threats Publication Date: May 5 th, 2015 Product code: IT0014-003012 Sue Clarke Summary Catalyst When

More information

SAP BusinessObjects Business Intelligence 4.1 One Strategy for Enterprise BI. May 2013

SAP BusinessObjects Business Intelligence 4.1 One Strategy for Enterprise BI. May 2013 SAP BusinessObjects Business Intelligence 4.1 One Strategy for Enterprise BI May 2013 SAP s Strategic Focus on Business Intelligence Core Self-service Mobile Extreme Social Core for innovation Complete

More information

Integrating data in the Information System An Open Source approach

Integrating data in the Information System An Open Source approach WHITE PAPER Integrating data in the Information System An Open Source approach Table of Contents Most IT Deployments Require Integration... 3 Scenario 1: Data Migration... 4 Scenario 2: e-business Application

More information

Ovum Decision Matrix: Selecting a Business Process Management Solution, 2014

Ovum Decision Matrix: Selecting a Business Process Management Solution, 2014 Ovum Decision Matrix: Selecting a Business Process Management Solution, 2014 Reference Code: EI024-000001 Publication Date: 12 Feb 2014 Author: Gary Barnett, Maxine Holt SUMMARY Catalyst Business process

More information

CityNext: Microsoft's Future City Market Proposition

CityNext: Microsoft's Future City Market Proposition CityNext: Microsoft's Future City Market Proposition Driving a "people-first" approach with the right technology Reference Code: IT007-000728 Publication Date: 30 Oct 2013 Author: Joe Dignan SUMMARY Catalyst

More information

Predictive Analytics: The Hurwitz Victory Index Report

Predictive Analytics: The Hurwitz Victory Index Report Predictive Analytics: The Victory Report Fern Halper, Ph.D Table of Contents Introduction 3 Market Trends for Predictive Analytics 4 What is the Victory? 6 Victory Methodology 6 Key Metrics 6 Data Sources

More information

KNIME UGM 2014 Partner Session

KNIME UGM 2014 Partner Session KNIME UGM 2014 Partner Session DYMATRIX Stefan Weingaertner DYMATRIX CONSULTING GROUP 1 Agenda 1 Company Introduction 2 DYMATRIX Customer Intelligence Offering 3 PMML2SQL / PMML2SAS Converter 4 Uplift

More information

2013 ICT Enterprise Insights in the Life Sciences Industry

2013 ICT Enterprise Insights in the Life Sciences Industry 2013 ICT Enterprise Insights in the Life Sciences Industry Key findings from the 2013 survey results Reference Code: IT010-000185 Publication Date: 03 Oct 2013 Author: Andrew Brosnan SUMMARY Catalyst The

More information

How To Use Syncplicity Panorama On A Mobile Device

How To Use Syncplicity Panorama On A Mobile Device On the Radar: Syncplicity Panorama New mobile content access tools for modern business work styles Publication Date: 11 Mar 2015 Product code: IT0021-000064 Richard Edwards Summary Catalyst The typical

More information

Business Intelligence mit SAP: Strategie, Neuerungen, Nutzen. Andreas Forster / Solution Advisor June 2013

Business Intelligence mit SAP: Strategie, Neuerungen, Nutzen. Andreas Forster / Solution Advisor June 2013 Business Intelligence mit SAP: Strategie, Neuerungen, Nutzen Andreas Forster / Solution Advisor June 2013 Agenda SAP Business Intelligence Vision SAP BusinessObjects Suite SAP BusinessObjects BI and SAP

More information

Oracle Data Integrator 12c (ODI12c) - Powering Big Data and Real-Time Business Analytics. An Oracle White Paper October 2013

Oracle Data Integrator 12c (ODI12c) - Powering Big Data and Real-Time Business Analytics. An Oracle White Paper October 2013 An Oracle White Paper October 2013 Oracle Data Integrator 12c (ODI12c) - Powering Big Data and Real-Time Business Analytics Introduction: The value of analytics is so widely recognized today that all mid

More information

Predictive Analytics: Turn Information into Insights

Predictive Analytics: Turn Information into Insights Predictive Analytics: Turn Information into Insights Pallav Nuwal Business Manager; Predictive Analytics, India-South Asia pallav.nuwal@in.ibm.com +91.9820330224 Agenda IBM Predictive Analytics portfolio

More information

Mike Maxey. Senior Director Product Marketing Greenplum A Division of EMC. Copyright 2011 EMC Corporation. All rights reserved.

Mike Maxey. Senior Director Product Marketing Greenplum A Division of EMC. Copyright 2011 EMC Corporation. All rights reserved. Mike Maxey Senior Director Product Marketing Greenplum A Division of EMC 1 Greenplum Becomes the Foundation of EMC s Big Data Analytics (July 2010) E M C A C Q U I R E S G R E E N P L U M For three years,

More information

Solve your toughest challenges with data mining

Solve your toughest challenges with data mining IBM Software Business Analytics IBM SPSS Modeler Solve your toughest challenges with data mining Use predictive intelligence to make good decisions faster 2 Solve your toughest challenges with data mining

More information

Solve Your Toughest Challenges with Data Mining

Solve Your Toughest Challenges with Data Mining IBM Software Business Analytics IBM SPSS Modeler Solve Your Toughest Challenges with Data Mining Use predictive intelligence to make good decisions faster Solve Your Toughest Challenges with Data Mining

More information

Five steps to improving the customer service experience

Five steps to improving the customer service experience Five steps to improving the customer service experience Metrics, tips, and tools for utilizing customer feedback An Ovum White Paper Sponsored by Publication Date: January 2012 INTRODUCTION As the use

More information

On the Radar: Be Informed

On the Radar: Be Informed ON THE RADAR On the Radar: Be Informed Business Process Platform Reference Code: OI00190-018 Publication Date: April 2012 Author: Joe Dignan SUMMARY Catalyst The Holy Grail for public sector IT is a single

More information

The Forrester Wave : Customer Analytics Solutions, Q4 2012

The Forrester Wave : Customer Analytics Solutions, Q4 2012 FOR: Customer Intelligence Professionals The Forrester Wave : Customer Analytics Solutions, Q4 2012 by srividya sridharan, October 26, 2012 key TakeaWays Customer analytics Users Want help across The analytics

More information

How To Understand The Implications Of Outsourced Testing

How To Understand The Implications Of Outsourced Testing Ovum Decision Matrix: Selecting an Outsourced Testing Service Provider, 2014 2015 Author: Thomas Reuner Summary Catalyst The emergence of comprehensive outsourced testing of software applications, in which

More information

Lenovo System x servers achieve top customer satisfaction scores in 1Q15. May 2015 TBR T EC H N O LO G Y B U S I N ES S R ES EAR C H, I N C.

Lenovo System x servers achieve top customer satisfaction scores in 1Q15. May 2015 TBR T EC H N O LO G Y B U S I N ES S R ES EAR C H, I N C. Lenovo System x servers achieve top customer satisfaction scores in 1Q15 May 2015 TBR T EC H N O LO G Y B U S I N ES S R ES EAR C H, I N C. System x customer satisfaction scores surpass those of Dell and

More information

Apigee Insights Increase marketing effectiveness and customer satisfaction with API-driven adaptive apps

Apigee Insights Increase marketing effectiveness and customer satisfaction with API-driven adaptive apps White provides GRASP-powered big data predictive analytics that increases marketing effectiveness and customer satisfaction with API-driven adaptive apps that anticipate, learn, and adapt to deliver contextual,

More information

The Ultimate Guide to Buying Business Analytics

The Ultimate Guide to Buying Business Analytics The Ultimate Guide to Buying Business Analytics How to Evaluate a BI Solution for Your Small or Medium Sized Business: What Questions to Ask and What to Look For Copyright 2012 Pentaho Corporation. Redistribution

More information

Hurwitz ValuePoint: Predixion

Hurwitz ValuePoint: Predixion Predixion VICTORY INDEX CHALLENGER Marcia Kaufman COO and Principal Analyst Daniel Kirsch Principal Analyst The Hurwitz Victory Index Report Predixion is one of 10 advanced analytics vendors included in

More information

ENTERPRISE EDITION ORACLE DATA SHEET KEY FEATURES AND BENEFITS ORACLE DATA INTEGRATOR

ENTERPRISE EDITION ORACLE DATA SHEET KEY FEATURES AND BENEFITS ORACLE DATA INTEGRATOR ORACLE DATA INTEGRATOR ENTERPRISE EDITION KEY FEATURES AND BENEFITS ORACLE DATA INTEGRATOR ENTERPRISE EDITION OFFERS LEADING PERFORMANCE, IMPROVED PRODUCTIVITY, FLEXIBILITY AND LOWEST TOTAL COST OF OWNERSHIP

More information

RESEARCH NOTE CRM TECHNOLOGY VALUE MATRIX FIRST HALF 2012

RESEARCH NOTE CRM TECHNOLOGY VALUE MATRIX FIRST HALF 2012 RESEARCH NOTE CRM TECHNOLOGY VALUE MATRIX FIRST HALF 2012 THE BOTTOM LINE Many companies are evaluating additions, upgrades, and changes to their core CRM solutions because of the innovations vendors are

More information

V E N D O R P R O F I L E. F i c s t a r : S i m p l i f y i n g W e b D a t a E x t r a c t i o n I D C O P I N I O N

V E N D O R P R O F I L E. F i c s t a r : S i m p l i f y i n g W e b D a t a E x t r a c t i o n I D C O P I N I O N V E N D O R P R O F I L E F i c s t a r : S i m p l i f y i n g W e b D a t a E x t r a c t i o n Krista Napier I D C O P I N I O N Information workers are under increasing pressure to make better decisions

More information

Analytics framework: creating the data-centric organisation to optimise business performance

Analytics framework: creating the data-centric organisation to optimise business performance Research Report Analytics framework: creating the data-centric organisation to optimise business performance October 2013 Justin van der Lande 2 Contents [1] Slide no. 5. Executive summary 6. Executive

More information

An Enterprise Framework for Business Intelligence

An Enterprise Framework for Business Intelligence An Enterprise Framework for Business Intelligence Colin White BI Research May 2009 Sponsored by Oracle Corporation TABLE OF CONTENTS AN ENTERPRISE FRAMEWORK FOR BUSINESS INTELLIGENCE 1 THE BI PROCESSING

More information

Benefits of Personalizing IVR: An Eircom Case Study

Benefits of Personalizing IVR: An Eircom Case Study Benefits of Personalizing IVR: An Eircom Case Study Reference Code: IT024-000014 Publication Date: 08 Apr 2014 Author: Clare McCarthy SUMMARY Catalyst Customer-service channels are at the forefront of

More information

The Ultimate Guide to Buying Business Analytics

The Ultimate Guide to Buying Business Analytics The Ultimate Guide to Buying Business Analytics How to Evaluate a BI Solution for Your Small or Medium Sized Business: What Questions to Ask and What to Look For Copyright 2012 Pentaho Corporation. Redistribution

More information

Smart Plug-in for Siebel

Smart Plug-in for Siebel [SUPPORTED PLATFORMS GUIDE] Siebel SPI Version 04.00 Smart Plug-in for Siebel SUPPORTED PLATFORMS GUIDE This document contains information about all HP Software and Oracle s Siebel products and versions,

More information

OPEN MODERN DATA ARCHITECTURE FOR FINANCIAL SERVICES RISK MANAGEMENT

OPEN MODERN DATA ARCHITECTURE FOR FINANCIAL SERVICES RISK MANAGEMENT WHITEPAPER OPEN MODERN DATA ARCHITECTURE FOR FINANCIAL SERVICES RISK MANAGEMENT A top-tier global bank s end-of-day risk analysis jobs didn t complete in time for the next start of trading day. To solve

More information

Extend your analytic capabilities with SAP Predictive Analysis

Extend your analytic capabilities with SAP Predictive Analysis September 9 11, 2013 Anaheim, California Extend your analytic capabilities with SAP Predictive Analysis Charles Gadalla Learning Points Advanced analytics strategy at SAP Simplifying predictive analytics

More information

How to Choose the Best Web Content Management System for Customer Experience Management:

How to Choose the Best Web Content Management System for Customer Experience Management: white paper How to Choose the Best Web Content Management System for Customer Experience Management: A Guide for Both Marketers and Developers Table of Contents Choosing a Web CMS is about more than Content

More information

Maximierung des Geschäftserfolgs durch SAP Predictive Analytics. Andreas Forster, May 2014

Maximierung des Geschäftserfolgs durch SAP Predictive Analytics. Andreas Forster, May 2014 Maximierung des Geschäftserfolgs durch SAP Predictive Analytics Andreas Forster, May 2014 Legal Disclaimer The information in this presentation is confidential and proprietary to SAP and may not be disclosed

More information

QlikView Business Discovery Platform. Algol Consulting Srl

QlikView Business Discovery Platform. Algol Consulting Srl QlikView Business Discovery Platform Algol Consulting Srl Business Discovery Applications Application vs. Platform Application Designed to help people perform an activity Platform Provides infrastructure

More information

Decision Support Optimization through Predictive Analytics - Leuven Statistical Day 2010

Decision Support Optimization through Predictive Analytics - Leuven Statistical Day 2010 Decision Support Optimization through Predictive Analytics - Leuven Statistical Day 2010 Ernst van Waning Senior Sales Engineer May 28, 2010 Agenda SPSS, an IBM Company SPSS Statistics User-driven product

More information

IBM's Adoption of Sugar: A Lesson in Global Implementation

IBM's Adoption of Sugar: A Lesson in Global Implementation IBM's Adoption of Sugar: A Lesson in Global Implementation IBM's agile, collaborative, user-centered approach wins over 45,000 sales people Reference Code: IT020-000022 Publication Date: 24 Apr 2014 Author:

More information

Integrating Ingres in the Information System: An Open Source Approach

Integrating Ingres in the Information System: An Open Source Approach Integrating Ingres in the Information System: WHITE PAPER Table of Contents Ingres, a Business Open Source Database that needs Integration... 3 Scenario 1: Data Migration... 4 Scenario 2: e-business Application

More information

www.sryas.com Analance Data Integration Technical Whitepaper

www.sryas.com Analance Data Integration Technical Whitepaper Analance Data Integration Technical Whitepaper Executive Summary Business Intelligence is a thriving discipline in the marvelous era of computing in which we live. It s the process of analyzing and exploring

More information

HEAT Service Management 7.1.4

HEAT Service Management 7.1.4 HEAT Service Management 7.1.4 FrontRange Solutions Reference Code: IT017 004072 Publication Date: 15 Jan 2013 Author: Roy Illsley SUMMARY Catalyst The IT service management (ITSM) market is seeing a shift

More information

Apache Hadoop Patterns of Use

Apache Hadoop Patterns of Use Community Driven Apache Hadoop Apache Hadoop Patterns of Use April 2013 2013 Hortonworks Inc. http://www.hortonworks.com Big Data: Apache Hadoop Use Distilled There certainly is no shortage of hype when

More information

Siebel Installation Guide for Microsoft Windows. Siebel Innovation Pack 2013 Version 8.1/8.2, Rev. A April 2014

Siebel Installation Guide for Microsoft Windows. Siebel Innovation Pack 2013 Version 8.1/8.2, Rev. A April 2014 Siebel Installation Guide for Microsoft Windows Siebel Innovation Pack 2013 Version 8.1/8.2, Rev. A April 2014 Copyright 2005, 2014 Oracle and/or its affiliates. All rights reserved. This software and

More information

IBM Workload Automation: Major Improvements in Hybrid Cloud Workload Management, Predictive Analytics and User Experience

IBM Workload Automation: Major Improvements in Hybrid Cloud Workload Management, Predictive Analytics and User Experience Research Report IBM Workload Automation: Major Improvements in Hybrid Cloud Workload Management, Executive Summary Imagine the challenges involved in trying to manage application workflow across dozens

More information

Siebel Installation Guide for UNIX. Siebel Innovation Pack 2013 Version 8.1/8.2, Rev. A April 2014

Siebel Installation Guide for UNIX. Siebel Innovation Pack 2013 Version 8.1/8.2, Rev. A April 2014 Siebel Installation Guide for UNIX Siebel Innovation Pack 2013 Version 8.1/8.2, Rev. A April 2014 Copyright 2005, 2014 Oracle and/or its affiliates. All rights reserved. This software and related documentation

More information

IBM Tivoli Service Request Manager

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

More information

License table for Competency partners. Core licenses

License table for Competency partners. Core licenses License table for Competency partners Refer to the Product Usage Guide for important details regarding license use rights and limitations about each software product or online service. Your organization

More information

License table for Microsoft Action Pack partners

License table for Microsoft Action Pack partners License table for Microsoft Action Pack partners Benefits include the latest internal-use software that you can use to run your business, sell your solutions, develop applications, and train your employees.

More information

CRM in the Contact Center and the Emergence of the Unified Agent Desktop

CRM in the Contact Center and the Emergence of the Unified Agent Desktop CRM in the Contact Center and the Emergence of the Unified Agent Desktop An excerpt from Datamonitor s recent report, DMTC2207 SUMMARY Publication Date: September 2008 Contact centers face ever-increasing

More information

On the Radar: Pulse Secure

On the Radar: Pulse Secure Secure access management for corporate and personal endpoints on company networks Publication Date: 17 Jul 2015 Product code: IT0022-000431 Rik Turner Summary Catalyst Pulse Secure is a developer of secure

More information

PREDICTIVE ANALYTICS IN HIGHER EDUCATION NOVEMBER 6, 2014

PREDICTIVE ANALYTICS IN HIGHER EDUCATION NOVEMBER 6, 2014 PREDICTIVE ANALYTICS IN HIGHER EDUCATION NOVEMBER 6, 2014 WHAT IS PREDICTIVE ANALYTICS? Predictive Analytics helps connect data to effective action by drawing reliable conclusions about current conditions

More information

WHITEPAPER. Predictive Analytics for Telecom Service Providers to Target B2B Market Segments Better

WHITEPAPER. Predictive Analytics for Telecom Service Providers to Target B2B Market Segments Better WHITEPAPER Predictive Analytics for Telecom Service Providers to Target B2B Market Segments Better Enterprise customers perceive telecom carriers as having no specialization and no locality; rather carriers

More information

The SAS Transformation Project Deploying SAS Customer Intelligence for a Single View of the Customer

The SAS Transformation Project Deploying SAS Customer Intelligence for a Single View of the Customer Paper 3353-2015 The SAS Transformation Project Deploying SAS Customer Intelligence for a Single View of the Customer ABSTRACT Pallavi Tyagi, Jack Miller and Navneet Tuteja, Slalom Consulting. Building

More information

TEXT ANALYTICS INTEGRATION

TEXT ANALYTICS INTEGRATION TEXT ANALYTICS INTEGRATION A TELECOMMUNICATIONS BEST PRACTICES CASE STUDY VISION COMMON ANALYTICAL ENVIRONMENT Structured Unstructured Analytical Mining Text Discovery Text Categorization Text Sentiment

More information

Hexaware E-book on Predictive Analytics

Hexaware E-book on Predictive Analytics Hexaware E-book on Predictive Analytics Business Intelligence & Analytics Actionable Intelligence Enabled Published on : Feb 7, 2012 Hexaware E-book on Predictive Analytics What is Data mining? Data mining,

More information

On the Radar: Tamr. Applying machine learning to integrating Big Data. Publication Date: Sept. 2014 Product code: IT0014-002934.

On the Radar: Tamr. Applying machine learning to integrating Big Data. Publication Date: Sept. 2014 Product code: IT0014-002934. Applying machine learning to integrating Big Data Publication Date: Sept. 2014 Product code: IT0014-002934 Tony Baer Summary Catalyst Traditional data integration approaches may not scale for Big Data.

More information

2013 Trends to Watch: Cloud Services

2013 Trends to Watch: Cloud Services 2013 Trends to Watch: Cloud Services The debate on cloud services place in enterprise IT is over Reference Code: IT019 003114 Publication Date: 25 Oct 2012 Author: John Madden SUMMARY Catalyst The debate

More information

Hadoop in the Hybrid Cloud

Hadoop in the Hybrid Cloud Presented by Hortonworks and Microsoft Introduction An increasing number of enterprises are either currently using or are planning to use cloud deployment models to expand their IT infrastructure. Big

More information

Looking for a fast, easy and effective way to create your company website? Look no further. Kentico CMS

Looking for a fast, easy and effective way to create your company website? Look no further. Kentico CMS Looking for a fast, easy and effective way to create your company website? Look no further. Kentico CMS for ASP.NET Complete Website Creation and Management Solution Helping create successful websites

More information