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IQ Products
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Class Legend: A = Assessment; AM: = Assessing meta data (data definition and design) quality; C = Cleansing (CG = General) (CN = Name & Address); E = Enhancement, M = Metadata (data definition and design) quality; PM = Defect Prevention in meta data (data definition and design) quality; QM = Quality Management, R = Rule discovery; S = Service Provider; SO = Service Provider Only;P = [Error] Prevention
(See Glossary for Definition of IQ Product Classes)
"All brand names and product names are trademarks or registered trademarks of their respective companies. "
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Information Quality Product Supplier
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Information Quality Product
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IQ Class
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Description
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Acxiom
Little Rock,
AR
501-342-1000
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InfoBase
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E
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A large collection of US consumer, business and telephone data available in one source for database or file enhancement, analytical services and list rental. As a comprehensive resource for market data, InfoBase provides accurate and effective information to better direct your marketing efforts. Rev: August, 2002
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Acxiom
Little Rock,
AR
501-342-1000
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Solvitur
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E
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Provides enhancement of customer data. CDI product that enables a 360° view of customers and prospects across the enterprise, in real time. Provides companies that have multiple product lines and disparate customer data the comprehensive customer view essential for successful CRM.
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Acxiom
Little Rock,
AR
501-342-1000
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Opticx
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A
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Provides an assessment of the current condition of customer data, including duplicate records, inaccurate spellings of names and addresses, persons who are deceased, undeliverable and old addresses.
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ArkiData Corporation
Lombard,
IL
630-795-2600
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Arkistra
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A,CG
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ARKISTRA 8.0 is designed to combine the unique data quality functionality of prior versions with the power and ease-of-use of modern data manipulation tools. WYSIWYG tools for analysis, querying, and manipulating data from heterogeneous sources are combined with comprehensive object model and software development environment to allow rapid design of data manipulation programs of any complexity. At the same time its advanced proprietary data quality functionality makes ARKISTRA the best data quality management software.
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ASG Software Solutions
Naples,
FL
941-435-2200
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ASG-Rochade
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M
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Meta data repository provides a central point for collection, control, management, and reuse of information assets. Enables effective management of meta data (data about data) in a complex environment. Versioning, configuration management, and security at detailed levels. Rev Sept 4, 2001
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Augustyn + Company
Berkeley,
CA
510-525-0464
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DQMS (Data Quality Management System)
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A
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Manages time sequence data collected in monitoring networks. Ideas for environmental and meteorological monitoring, providing detailed data quality tracking. Tracks data quality with a two-part flag for each data value. Provides multiple data repair methods that are tracked and are reversible. Provides detailed summaries of flagged data. Rev: May 21, 1999.
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Augustyn + Company
Berkeley,
CA
510-525-0464
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Data View
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A,QM
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Graphing program works with DQMS. Creates customized graphs which can be scrolled on-screen, printed or saved and placed into reports or documents. Rev: Sept 4, 1999.
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Auto Tester
Dallas,
TX
214-368-1196
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AutoTester 2000
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A
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Date handling functionality, simplified audit trail documentation, and available implementation services address testing needs and expedite compliance testing. Rev: May 21, 1999.
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BetweenMarkets
Austin,
TX
512-328-2200
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Data Quality Firewall
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A,AM,E,M
,P,PM,QM,R,S(O)
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BetweenMarkets Data Quality Firewall™ solution is an end-to-end services platform for managing data quality across the entire lifecycle of an electronic B2B business process. It includes a comprehensive set of on-demand applications and value-added managed services that increase data accuracy in critical B2B processes like procure-to-pay, shipment-to-delivery and invoice-to-cash within weeks of engagement. By attacking B2B data quality issues at their root, BetweenMarkets customers push the burden of data accuracy outside their four walls to their trading partners, and improve business performance, speed and end customer satisfaction. Rev. June 3, 2005
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Business Objects
,
+1 604 681 3435
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Postalsoft
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CN
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Business Objects mailing software is consistently in full compliance with postal authority standards and is fully Coding Accuracy Support System (CASS) and Presort Accuracy Validation and Evaluation (PAVE) certified. The following features (functionality varies depending on edition):
* International addressing: Standardize and improve accuracy of address data for over 190 countries.
* Data and list management: Effectively manage your database to identify and target customers.
* Merge/purge : Eliminate duplicates and consolidate overlapping records for an accurate single-customer view.
* Presorting: Achieve the highest available automated-mail postage discounts from the U.S. Postal Service (USPS) and other postal authorities around the world.
* Label design and printing: Create accurate, USPS-approved printed output in a what-you-see-is-what-you-get (WYSIWYG) environment for increased throughput and revenue.
Rev: 17 May 2007
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Business Objects
,
+1 604 681 3435
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Data Quality XI
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CN,QM
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Data Quality Software Functionality
* Parses and standardizes customer and operational data
* Corrects the data based on secondary data sources to improve matching
* Appends additional information such as phone numbers to provide a more complete base of customer knowledge
* Identifies duplicate records and matches data to build relationships
* Consolidates data to create a single view across databases
Data Quality Solution Architectures
* Integration APIs with Web services and customized toolkits
* Stand-alone application ideal for batch processing
* Third-party integration with Siebel, SAP,
Oracle/PeopleSoft, Oracle, and Informatica
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Business Objects
,
+1 604 681 3435
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Data Insight IX
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A
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Data Insight XI lets you monitor, analyze, and report on the quality of information - whether it's in a relational database or a flat file in an open system or mainframe environment.
Data Insight XI can perform redundancy profiling, drill-down frequency distributions, cross-column and cross-table comparisons, pattern recognition and analysis to help you gain control of your information assets and get the most value possible from your enterprise applications.
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CCS Software
Christiansburg,
VA
540-382-4234
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QualTrax Intranet Publisher
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QM
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Tool for creating and managing an Intranet without requiring writing HTML code. Originally designed to help companies obtain ISO-9000 certification, it includes document control process, nonconformance reporting with corrective action, audit reporting and employee testing and training. Supports ISO 9001: 1994 Section 4.5 on document and data control including review and approval via electronic signatures, obsolete document management, tamper detection and document change management. Rev: Sept 9, 1999
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Computer Associates
Oakbrook Terrace,
IL
708-620-5000
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InfoRefiner, InfoPump, InfoTransport, DecisionBase
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CG
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InfoRefiner: Maps and extracts legacy data from multiple mainframe sources, refines the data and integrates it. InfoTransport: Moves data across diverse platforms. Performs data type conversions at the host and moves data to target databases. InfoPump: Provides bi-directional replication of data between unlike databases. Replicates data on servers for end-customer access. Rev: Sept 4, 1999
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Data Junction
Austin,
TX
512-459-1308
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Universal Transformation Suite
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CG
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Visual design tool, integrates and transforms data between many applications and structured data formats. Project Designer component employs simple flowchart symbols to link transformation routines and external processes together in a single project, provides the opportunity to test global variables, leverage full conditional flow control and implement transactions between steps. Conversion Designer component features an intuitive GUI and robust transformation engine to manipulate the data many ways. Feature metadata functionality for publishing to a repository or querying internally. Rev: Sept 4, 1999
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Data Quality Solutions
Potomac,
MD
301-424-9044
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Rome
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S(O)
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Contains a library of off-the-shelf and custom data quality tools, performing a variety of processes with selected tools to achieve data quality objectives. Using a drag and drop interface, high quality data is achieved in less time with minimal job setup compared to conventional methods. The ROME proprietary software uses client/server architecture with a web services capability enabling batch and real time processing for a variety of data sources in enterprise systems. The DQS solution focus is data integration, business process and data management projects.
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DataDelta, Inc.
Bowie,
MD
301-352-3604
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DataDelta
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CG,CN,R
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Enhances the Single Customer View match accuracy of your current merge/purge, dedupe, householding and CDI data quality software, including custom in-house technology. You can also scientifically compare competing systems and see their true, previously hidden strengths & weaknesses for vendors such as Acxiom, Ascential, DataMentors, DataFlux, Firstlogic, Group 1, ISI, Oracle, SSA, SeeBeyond, Trillium and others.
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DataFlux
Cary,
NC
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dfPower Studio
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A,AM,CG,
CN,E,P,R
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dfPower Studio is a GUI-based data management tool that gives high-level data quality and data integration capabilities to business professionals. dfPower Studio modules give you the ability to discover and address problematic data. The intuitive interface makes it simple to verify and complete address information, merge enterprise data (customer, product, etc.), and transform and standardize product codes. The innovative job-flow builder allows data stewards to quickly build complex data improvement workflows, and implement those controls in batch or real-time. Rev. 12 April 2007
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DataFlux
Cary,
NC
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DataFlux Accelerators
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R
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DataFlux Accelerators combine cutting-edge DataFlux software with packaged business services for common data quality initiatives, offering faster time to implementation and a swifter ROI for data quality initiatives. DataFlux accelerators are pre-packaged sets of data quality rules that integrate with DataFlux dfPower Studio. DataFlux Accelerators let you put the knowledge gained from thousands of data quality implementations to work for your organization. Rev. 12 April 2007
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DataFlux
Cary,
NC
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DataFlux Integration Server
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E
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The DataFlux Integration Server offers a standards-based architecture to speed implementation of data improvement initiatives. Workflows can be called through a service-oriented architecture (SOA) or integrated through programmatic interfaces (including C, COM, JAVA, Perl, and more). This allows you to implement an enterprisewide data quality program that meets the demands and requirements of your IT environment. The DataFlux Integration server also offers multi-processor support, high-performance processing of large data sources in a single row-in, row-out pass of the source. Rev. 12 April 2007
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DataFlux
Cary,
NC
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DataFlux Customer Data Integration Solution
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E,R
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The DataFlux CDI Solution aggregates information from all application, databases and customer touch points into one centralized data source. Through a service-oriented architecture (SOA), you can build business rules once and replicate them across all applications and systems. The results are a better, more accurate customer data driving marketing and sales, and up-to-date information on customers delivered to CRM, ERP, call center and other applications. Rev. 12 April 2007
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DataFlux
Cary,
NC
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dfIntelliserver
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A,CG,CN,
E,P,R
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dfIntelliServer from DataFlux allows you to integrate enterprise-class data management technology into any third-party or proprietary application through a variety of programmatic interfaces. This functionality helps you detect and cleanse data problems as you receive information from Web site forms, internal data entry, purchased customer lists and product information from supplier networks. Rev: January 15, 2004
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DataLever
Boulder,
CO
303-546-7943
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DataLever
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A,CG
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Problem-solving environment that unifies and controls diverse IT operations under a single umbrella called visual data programming . DataLever combines analysis, cleansing, transformation, warehousing, parsing, matching, reformatting, deduplication, standardization, geocoding, spatial analysis, address quality, name quality, text parsing, and much more into an integrated, visual, and interactive development system. DataLever operates across the spectrum of IT hardware from data center to desktop, to best match available resources to needs.
Rev: Aug 30, 2002.
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DataMentors
Tampa,
FL
813-960-7800
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DMValiData
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CG,CN
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Confirms validity of data and meta data before loading a data warehouse, data mart or database marketing system or before adding new fields or files to an existing database. A diagnostic reporting system that analyses database files and reports, statistically and in detail, every piece of data that is "bad" or missing. Reports distribution of values or range of values for each field and provides a listing by record of each problem field so data can be corrected at its source. Analyses data vertically, to check for over-matching or under-matching caused by existing name and address matching software.
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DataMentors
Tampa,
FL
813-960-7800
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DMDataFuse
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R,S(O)
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Name and address cleansing and matching system. Fully parameter and table driven, so matching rules can be edited without programming. Unlimited number of match keys can be created using unlimited numbers of rules consisting of unlimited numbers of fields. CASS certified system identifies name and address lines, applies country codes, standardizes and corrects addresses and ZIP codes, and applies ZIP+4 codes, geocode information and deciles or centiles based on any field. Lifestyle codes and demographics can also be applied. Files can be processed in-house on a PC, or outsourced to the DataMentors service bureau. Rev June 28, 2001.
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DataMirror Corporation
Toronto,
Ontario, Canada
905-415-0310
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Transformation Server
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CG
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A high performance, peer-to-peer data replication solution that integrates data bi-directionally between multiple computing platforms. It moves data in real time, with lower latency than batch loading, query or message based systems. Transformation Server can be deployed quickly and easily using a graphical user interface to solve many different business problems. Rev. March 24, 2006.
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Datanomic Ltd.
Cambridge, England,
+44 (0) 1223-228400
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dn:Director
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A,CG,E,P
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Single source of profiling, analyzing, cleaning, transforming and matching data. It provides a collaborative working environment where multiple knowledge workers can exploit client server architecture, share information and work co-operatively to achieve the results you demand. dn:Director’s use of open standards means that it can work with practically any type of data and provide real time validation and enhancement services to operational systems.
In a recent report, Bloor Reserarch said ‘Datanomic Provides Arguably the most Flexible Data Quality Product in Support of Master Data Management or Data Warehousing Environments’
Rev: June 28, 2007
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DBE Software
McLean,
VA
703-556-0089
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DB-Examiner
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AM,PM
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Knowledge based tool that analyzes database structure to identify database design problems. Analyzes database violations against the relational model and RDBMS engine & offers solutions & SQL DDL to implement them.
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Decision Support, Inc.
Matthews,
NC
704-845-1000
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DQtransform
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CG
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DQtransform allows data extraction, transformation and loading [ETL] of any data available in an enterprise of data bases to target data marts, data warehouses, and other application data bases. Automates target data base creation and updates, data manipulation and information transformation logic. Includes a powerful interactive query builder to enhance the building of ETL scripts.
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Decision Support, Inc.
Matthews,
NC
704-845-1000
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DQbroker
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CG
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DQbroker provides enterprise data access that presents a single logical view of multiple independent data sources. DQbroker allows applications to access all data, regardless of database vendor, hardware platform or geographic location. In essence, DQbroker is a single virtual relational database. This gives users and developers simultaneous access to all available data in real time.
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Decision Support, Inc.
Matthews,
NC
704-845-1000
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DQview
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CG
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DQview is an Excel workbook template that allows creation and embedding of data access queries across an enterprise of multiple data bases [using DQbroker] and stores the query results in an Excel workbook. DQview includes a powerful interactive query builder so that the user does not need to write SQL statements.
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Decision Support, Inc.
Matthews,
NC
704-845-1000
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DQvista
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CG
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DQvista is a powerful, web-based reporting tool that allows users to access data from anywhere in the extended enterprise; organize, analyze and report it in a format that characterizes the business operation; and deliver data via disk file, browser page, e-mail, Excel, PDF file, HTML, XML, and to wireless device.
Data access can be ad hoc, initiated from desktop icon(s), scheduled, and run in batch modes.
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Dun & Bradstreet
Murray Hill,
NJ
908-665-5000
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D&B Market Spectrum
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E
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Enhancement data includes a global database of 50 million records each referenced with unique D-U-N-S(r) Numbering system provides help to rationalize customer and supplier records and assess and manage customer/supplier exposure and spending. Rev June 6, 2000
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DupeKiller, Inc.
Takoma Park,
MD
888-434-2129
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DupeKiller
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A,CN,S(O
)
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DupeKiller has 3,000 matching formulas imbedded in the program which are selected dynamically during the process. Provides for a robust matching mechanism. Classification of duplicates by type reduces cleanup effort.
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EDS
Plano,
TX
972-605-4188
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dbIntellect
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CN
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Consolidates, organizes and analyzes information from various sources. Facilitates data mining. Rev: 9/4/99.
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EuroDirect
Bradford,
West Yorks, UK
44-(0) 1274-737144
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Electoral Roll Verification
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CN,E,S(O
)
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Matches addresses and compares the name on the client database with that of the occupant record on the electoral roll.
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EuroDirect
Bradford,
West Yorks, UK
44-(0) 1274-737144
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Occupier Update
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CN,E,S(O
)
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Adds new occupant names from the latest Electoral Roll to the client database.
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EuroDirect
Bradford,
West Yorks, UK
44-(0) 1274-737144
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GoneAway Suppression
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CN,E,S(O
)
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Flags names that are recorded as 'gone-away' and cleans data accordingly. Rev Oct 9, 1999.
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EuroDirect
Bradford,
West Yorks, UK
44-(0) 1274-737144
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Trace
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CG,E,S(O
)
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For rapid, individual name and address verification and tracing and locating individuals using name and elements of the address.
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EuroDirect
Bradford,
West Yorks, UK
44-(0) 1274-737144
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Batch
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CG,E,S(O
)
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For rapid batch verification of data files.
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EuroDirect
Bradford,
West Yorks, UK
44-(0) 1274-737144
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Data
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CN,E,S(O
)
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Fast data extraction software for creating mailing lists.
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EuroDirect
Bradford,
West Yorks, UK
44-(0) 1274-737144
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Capture
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CN,E,S(O
)
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An Electoral Roll and PAF based product for easy and accurate name and address capture.
Rev: June 6, 2000
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Evolutionary Technologies
Austin,
TX
512-327-6994
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ETI Solution
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E
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This robust ETL offering creates efficient high performance interfaces to connect and transform data from different systems and platforms. In fact, 20x increases in performance over native API’s, access methods and utilities is how we define success.
The sixth generation of the proven ETI Solution products provides organizations that have large, complex integration requirements a platform that is flexible, efficient and accurate. At the heart of the platform is the patented code generation engine that has been incrementally improved through 16 years of R&D and customer feedback. The resulting product generates high performance interfaces in Java, C++, C, COBOL, RPG, SAP ABAP and more. The bigger and more complex the job the better.
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Experian
Orange,
CA
714-385-7000
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AnalytX Insource Database
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A,E
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Comprehensive, multisourced repository housing the company's full range of consumer marketing information. Offers marketers coverage on 98% of US households and more than 1000 data elements per record. Rev: Sept 4, 1999.
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Fair Isaac
Minneapolis,
MN
408-535-1500
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Blaze Advisor
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R
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Defines, executes, and manages rules-based processes within business applications. It automates deployment and data integration for use in any Java environment. Claimed to have "the most powerful rules language on the market," Blaze Advisor supports business rule processing in industry, government, and marketed software products worldwide. Rev: Sept 22, 2004.
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Gamma Research
Huntsville,
AL
256-533-7103
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OCRProof
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A,P
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Facilitates accuracy of OCR read documents by juxtaposing a scanned bit map image over the OCR converted text for proofing. Uses an "embedded error" technique to assess quality and produces control charts identifying resultant error rates. Rev: June 6, 2000
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GB Group
Chester, UK,
44 (0) 1244-683-333
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Accelerator, Originator, Enhancer, Address Manager, Postcode Manager
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CN,P
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Uses the UK Royal Mail's postcode Address File for name and address verification, cleansing and de-duping. Address Manager minimizes keystrokes by providing valid addresses for a postcode to the data producer.
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Gladstone Computer Services
Saugus,
CA
800-709-7800
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Gladstone Analysis Package
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A,CG,R
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Analyzes and reports the structure of data within a DBx file using existing data definition.
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Gladstone Computer Services
Saugus,
CA
800-709-7800
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Gladstone Conversion Package
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A,CG,R
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Modules of suite of conversions that use existing file definitions to generate customer data conversion programs.
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Gladstone Computer Services
Saugus,
CA
800-709-7800
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Gladstone Date Package
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A,CG,R
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Analyzes data in files to identify data fields.
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Gladstone Computer Services
Saugus,
CA
800-709-7800
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PC Data Map
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A,CG,R
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Supports the mapping of source data to target data.
Rev: Jan 7, 2000.
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Global-Z International
Manchester Center,
VT
802-362-5800
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Third Party Name/Address Cleansing
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CN,S(O)
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Worldwide International address standardization, correction, merge/purge service. Can perform address hygiene on non-roman character sets such as Kanji, Hebrew and Chinese. Rev Oct 20,1999
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Harland
Tampa,
FL
813-272-3100
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Harland Warehouse Data Prep System
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CN
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Merges name and address information from multiple sources into a single format, standardizes it, gender codes person names, validates and corrects addresses from postal regulations. Provides householding; combines duplicates; enhances information with additional analysis tools.
Rev: June 6, 2000
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Henrik Liliendahl Sorensen
Greve, Denmark,
+45-40-41-05-28
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SuperMatch
|
CN
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Solutions are based on advanced name and address match and deduplication functions. Householding capabilities.
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High-Tower
Irvine,
CA
949-852-2233
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TowerView
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P,R
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Tracks changes to large quantities of data, either from real-time sources, data warehouses, or large data files for data discovery. Rev: Nov 13, 2000
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Hopewiser
Cheshire, UK,
44 (0) 161-980-6001
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Probe, RAINS
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CN
|
Adds postcode to addresses; Complete address retrieval from postcode/premise identity, Address verification, de dupes addresses through unique key's, Intelligent upper and lower case conversion, bar-coding, adds mail sort codes.
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Human Inference
Arnhem, Netherlands,
31 (0)2 63550655
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HIQuality
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A,CG,CN,
E,P,R
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The Human Inference proposition integrates a set of business service plug-ins covering all dimensions of data quality from an integrated point of view. All the solutions can be implemented on-line or in batch.
This not only enables efficient initial cleansing but also allows for pollution prevention at the source. The HIquality platform enables easy connection of business applications to the business service plug-ins.
Application integration is achieved by using the HIquality interface connectors as well as by out-of-the-box package integration.
The HIquality platform is an open Service Oriented Architecture, comprising the following functional elements:
* Interface Connectors. Enabling information exchange and application integration;
* HIquality Base. Monitors and secures process handling;
* Business Service Plug-ins. Each addressing their part in the total Data Quality Life Cycle;
* HIquality Dashboard. The central point of control for data quality.
Rev: Dec 13, 2004
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Hummingbird
North York,
Ontario, Canada
416-496-2000
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Genio Designer, Scheduler, Engine, Data Links
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CG
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Data exchange and transformation product. OO, graphical tool with over 100 predefined string and date functions eliminates the need to understand specific programming languages. Designs, develops, maintains and schedules the data exchange process. Can transform data into multidimensional databases. Rev: Aug 4, 1999.
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Identex
Crawley,
West Sussex, UK
44 (0) 1293-561-156
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Identex Global Data Quality Workbench
|
CN,P,S(O
)
|
A collection of software tools for international name and address quality. International data can be validated online or in further batch processes against global name and address data to ensure accuracy. Provides de-duplication. Data Enhancement products augment data with geodemographic, change of address, business, census, and contact preference data. Data Maintenance products highlight changes in data in a real time environment. Rev: May 21, 1999.
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Identity Systems
Old Greenwich,
CT
203-698-2399
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Identity Search Server
|
P
|
Without requiring programming or changes to existing database tables, ISS provides high-quality search, matching, duplicate discovery, and relationship linking for all forms of identification data. Without impacting database update efficiency, ISS transparently maintains its own high- performance "fuzzy" indexes, and efficiently de-normalized tables.
ISS overcomes the unavoidable variation, spelling, keying, and word sequence errors in names, addresses, and identity data – regardless of country, language, or character set. Aliases, compound names, dates of birth, prior addresses, multiple identities and phone numbers are supported. Data can be formatted or unformatted and does not require standardization, cleaning, or enhancement.
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Identity Systems
Old Greenwich,
CT
203-698-2399
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SSA-NAME3
|
A,R
|
Retrieves or de-dupes personal & business name and address. EXTENSIONS: Matches based on multiple facts.
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Identity Systems
Old Greenwich,
CT
203-698-2399
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Identity Systems
|
CN,P
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Searches and matches names, addresses and identity data stored in Oracle & DB2/UDB databases. Rev Nov 13, 2000
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Identity Systems
Old Greenwich,
CT
203-698-2399
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Data Clustering Engine
|
A,CN,P,R
|
Clusters data records together according to customer-defined rules to identify patterns. Identifies relationships between people, companies, addresses, products and other entities by the names, addresses, dates, codes and other identifying attributes. Rev. June 6, 2000.
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ILOG
Mountain View, CA; Gentilly Cedex; Singapore,
CA
+1-650-567-8000, +33-(0)1-49-08-35-00; +65-6773-0626
|
ILOG Rules
|
R
|
A rules engine that enables applications to incorporate dynamic rules seamlessly to control real time data flows and react instantly. Rev: Sept 22, 2004.
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Informatica
Redwood City,
CA
877-463-2435; (UK) +44-1628-511-445
|
Informatica Data Explorer
|
R
|
Informatica Data Explorer (formerly known as Similarity AXIO) is a complete set data investigation, discovery, and mapping tools used by data analysts for planning complex data migration and data integration projects. Informatica Data Explorer provides a complete and completely accurate picture of enterprise data through an automated process called data profiling.
The value of Informatica Data Explorer lies in its ability to quickly analyze multiple source systems and assist the user in scoping the size and complexity of a migration or data integration project.
Key Features:
Data Profiling. These capabilities execute the sophisticated and complex process of data profiling, in which the content, structure, and quality of highly complex data structures is defined.
Data Mapping. These capabilities produce a fully normalized data model of all source data and generate accurate source-to-target mapping and transformation specifications.
Repository. This feature houses all of the information generated in Informatica Data Explorer and makes it available for other products, including Informatica Data Quality, to use for future data cleansing, data movement, and data integration processes.
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Informatica
Redwood City,
CA
877-463-2435; (UK) +44-1628-511-445
|
Informatica Data Quality
|
A,CG
|
Informatica Data Quality (formerly known as Similarity ATHANOR) is unique, business-focused data quality software that allows data owners to design, manage, deploy, and control enterprise-wide data quality solutions. This enterprise-class product addresses the issues identified by Informatica Data Explorer and provides a single solution for tackling data quality at multiple points across the organization, while maintaining centralized control and management of data quality standards.
- Data Quality Workbench. Informatica Data Quality features a graphical user interface-based Data Quality Workbench, which data analysts and data stewards use to design, build, and manage enterprise-wide data quality initiatives.
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Informatica
Redwood City,
CA
877-463-2435; (UK) +44-1628-511-445
|
Informatica PowerCenter
|
CG
|
Informatica Data Quality is integrated with Informatica PowerCenter via the PowerCenter Mapping Designer feature. Within PowerCenter Mapping Designer, there is a specific data quality building block that can be used within a mapping. In addition, there are pre-built plans that are part of the PowerCenter workflow.
|
Information Builders
New York,
NY
212-736-4433
|
EDA-SQL, SmartMart, SNAPpack Data Warehouse
|
CG
|
Supports scheduled and ad hoc synchronization of databases; automates data cleansing rules and information logic; integrates multiple heterogeneous databases into a single target database.
|
Innovative Systems Inc.
Pittsburgh,
PA
412-937-9300
|
i/Lytics Data Quality
|
A,CG,CN,
P,R,S
|
A comprehensive, end-to-end data integration and data quality management solution including:
* Data Cleansing – identifies, standardizes and corrects name and address formats, errors, misspellings and anomalies
* Data Linking – Builds customer relationships by linking individual customers, households and corporate customers, and provides sophisticated data integration and review capabilities
* Change Management – Minimizes duplication at both the customer and household level, using the world’s first online, real-time data quality search engine
|
Innovative Systems Inc.
Pittsburgh,
PA
412-937-9300
|
i/Lytics GLOBAL
|
CN,E
|
A customer address information tool that helps maximize the accuracy and marketing potential of a customer database. Using integrated data quality capabilities and sophisticated matching algorithms, i/Lytics GLOBAL verifies and corrects addresses against domestic and international postal union address databases. It meets or exceeds requirements for selected postal unions’ accuracy certifications, including those of the USPS Coding Accuracy Support System (CASS). i/Lytics GLOBAL’s geocoding capability increases the value of a database by appending a wide variety of geographic data to customer and prospect records, where available.
|
Innovative Systems Inc.
Pittsburgh,
PA
412-937-9300
|
i/Lytics SECURE
|
CG,CN,S
|
A comprehensive solution for helping organizations ensure compliance with existing and new legislation aimed at detecting and preventing terrorism, international money laundering, drug trafficking and other criminal activity. It enables public and private organizations to accurately compare client records against virtually any database or suspect list, including lists published by U.S. and international government agencies, industry or trade lists, and internal risk lists. Its combination of sophisticated suspect matching technology and advanced data quality and data linking capabilities provides a powerful, easy-to-implement solution for meeting all of the customer screening and identity verification requirements of U.S.A. PATRIOT Act Section 326. By utilizing both heuristic and third party referential processing, it delivers exceptional speed and accuracy to organizations’ compliance programs.
|
Innovative Systems Inc.
Pittsburgh,
PA
412-937-9300
|
i/Lytics Data Profiler
|
R
|
An automated source data profiling solution that is the industry’s first web services-enabled automated data profiling solution that is both full-functioned and browser-based. Its web-based capabilities, combined with an open metadata repository and heightened security features, significantly enhance data profiling performance, flexibility and organization-wide usability. It provides a detailed view of an enterprise’s disparate data sources, including metadata descriptions, data values, formats, frequencies, patterns, and ranges. It enables multiple concurrent users in disparate locations to drill down directly into data strings and fields, and its intelligent, automated analysis is up to 90% faster and far more precise than manual data profiling methods, providing a detailed view of the enterprise's total data resource.
|
iNow Technologies
Ft. Lee,
NJ
888.520.1655
|
Imperative Suite
|
A,AM,CG,
M
|
Goes beyond the tools and methods packaged with your warehouse, ETL or messaging technology-even beyond customer data cleansing and consolidation tools.
Use data profiling, metadata definition, and data quality assessment tools to comprehensively define and analyze source data rules, and to pinpoint quality issues in the data values.
Document details that go beyond what you already have, but which are crucial for a successful integration project-details such as the following:
* Table definitions
* Primary keys
* Embedded relations/entities
* "Virtual" referential constraints
* Field definitions
* Data Types
* Not Null, Not Blank, and Not Zero rules
* Allowable (Valid) value sets and meanings
* Allowable (Valid) pattern/format sets
* Minimum and Maximum allowable values (ranges)
* "Special" (i.e., control) values and meanings
Regardless of the type of integration technology being used, this detailed information about the source data enables the accurate and complete definition of cleansing routines, data mappings, transformations, and test cases.
|
Intervera Data Solutions
Calgary,
AB
403-225-4954
|
DataVera™
|
A,AM,CG,
E,M,P,PM,QM,R,S
|
Focused on Data Quality Solutions for the Energy Industry, DataVera is a suite of software tools designed to overcome technical, operational, regulatory and financial risks caused by incomplete, inaccurate or missing data. Clients can choose from a combination of solutions to: assess the status of their digital inventory; standardize data to improve accessibility; consolidate multiple datasets into one and remove all duplication; convert large legacy data repositories into new technologies; provide ongoing compliance to data standards after a data quality project is finished; manage entire data transformation and technology projects; manage components of your data transformation projects with specific tools
|
Intervera Data Solutions
Calgary,
AB
403-225-4954
|
Data HealthCheck™
|
R
|
Data HealthCheck is a simple, low risk, high reward method of profiling energy data quality.
It:
* provides statistical metrics of your original data, highlighting missing or poor data elements; * profiles your good data, giving essential reporting for financial and regulatory audits; * outlines a roadmap so you can make effective decisions on how to implement your data transformation project; * rates your information based on business context in easy to understand language; * builds an understanding of the scope, costs, and efforts to resolve your data issues - a valuable tool to gain support from others in your organization for a data transformation project. Using business logic and rules, energy data is tested against industry standards and anomalies are quickly uncovered making you smarter about the condition of your data.
|
Intervera Data Solutions
Calgary,
AB
403-225-4954
|
DataClean™
|
CG,S
|
DataClean is a technology that identifies standards non-compliance, makes suggested replacement values based on industry rules and standards bodies, and applies the changes appropriately to the data.
Currently, DataClean is delivered as part of our Data Clean-up Service which our customers use to quickly identify areas that require standardization and remedy the problem.
|
Intervera Data Solutions
Calgary,
AB
403-225-4954
|
DataMatch™
|
A,R,S
|
DataMatch is a technology that identifies duplication, leveraging business driven rules and complex matching algorithms. Business customers have the capability to work through iterations without having to do complex programming or data queries. DataMatch leverages industry based rules to automatically find and rectify duplication and apply ways to merge the records back into a single record.
Currently, DataMatch is delivered as part of our Data Clean-up Service which our customers use to quickly remedy the problem.
|
Intervera Data Solutions
Calgary,
AB
403-225-4954
|
DataMerge™
|
E,P,PM
|
With DataMerge, companies can complete complex conversions without writing custom programs or throw-away scripts. Using the GUI based interface and the pre-packaged data quality rules library, data managers and IT specialists can:
* Upgrade information management solutions and deploy new IT technologies three times faster than traditional methods.
* Consolidate multiple data stores together quickly while ensuring standards and duplication checks are in place.
* Retain confidence in the data quality by preventing bad data from being loaded during repeated data loading tasks.
* Apply stringent and configurable data quality enhancements as new data gets loaded from third parties.
* Reduce the project costs and risks associated with converting large data sets.
* Archive or divest sections of the data as required.
With DataMerge, companies have the ability to improve data and convert data in days, compared to months using conventional methods.
|
Intervera Data Solutions
Calgary,
AB
403-225-4954
|
DataMonitor™
|
QM
|
With DataMonitor, you can be confident your data stores retain their high level of quality. The tool continuously validates, reports and fixes anomalies based on configurable business rules when they occur and before they become an issue. DataMonitor:
* is 100% configurable to report on non-standard data elements or automatically fix the value using the library of standards.
* remains in production to protect the investment made in the data transformation project.
* leverages the industry rules and solutions from the DataVera™ library to ensure consistency after the data is in production.
* is configurable to look at specific data elements and check for consistency.
* reports the inconsistencies or automatically update the record to be consistent.
DataMonitor is a custom delivered implementation based on your organizations technical requirements.
|
KeyMark
Greenville,
SC
864-295-2790
|
OCR For Forms
|
P
|
Scanning technology to read hand-print, machine-print, marked sense and barcodes from standardized forms. Increases quality by "removing the lines from forms" before attempting to OCR the characters. Also questionable data verification tools. Rev: Aug 25, 2001
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Kismet Analytical Corporation
Arlington,
VA
703-243-5445
|
KisMeta Validator
|
PM
|
Automated intelligent data element naming convention validation and enforcement tool.
|
Kismet Analytical Corporation
Arlington,
VA
703-243-5445
|
KisMeta Analyst
|
PM
|
Automated data analysis, rationalization, and reverse engineering tool. Rev: June 6, 2000
|
Logic Programming Associates
London, UK,
44 (0) 181-871-2016
|
DataMite
|
R
|
Discovers complex relationship in ODBC databases.
Rev Oct 9, 1999 .
|
Melissa Data
Rancho Santa margarita,
CA
949-589-5200
|
Data Quality Components
|
CN,E,P
|
May be embedded in your application code to implement data verification and enhancement as data is entered.
|
Melissa Data
Rancho Santa margarita,
CA
949-589-5200
|
Data Quality Web Service
|
CN,E,P
|
Quickly corrects address and phone numbers as they are entered for immediate validation.
|
Melissa Data
Rancho Santa margarita,
CA
949-589-5200
|
Data Verification and Enhancement
|
CN,E,P
|
List Hygiene and Change-of-Address services using NCOA, ECOA, CCOA.
|
Mobius Inc.
Rye,
NY
914-921-7400
|
INFOPAC-ABS
|
A,R
|
Automated balancing tool that enforces quality control and ensures data integrity. Cross-application balancing of numerical data resident in databases and files to detect and assist in the correction of out-of-balance situations. Uses a "natural balancing" approach to discover balancing logic and transforms it into business rules that can be automated.
|
MSI
Sydney, Australia,
61-2-9412-8333
|
Nadis, ScrubMaster, SearchMaster, Onlooker
|
CN,P,R
|
Cleans, structures and standardizes legacy name and address data to create relationship-oriented, centralized files. Enables knowledge workers to move client data between systems as well as to check and correct new records upon data entry. Profiling & cleansing available in graphic & tabular form. Rev. June 6, 2000.
|
Netrics
Princeton,
NJ
|
Netrics Data Quality
|
CG
|
Allows an enterprise to validate and clean up existing data by detecting duplicates and linking related records. Netrics Search products ensure that if a record exists, it is always found, even if both record and query contain numerous errors. Therefore, erroneous duplicates are not created in the first place. Rev. January 6 , 2003.
|
Omikron
Pforzheim, Germany,
+49-7231-12597-0
|
CRM integrations
|
CN
|
“FACT® dialog duplicate checking” is a data-entry interface for customer databases. It can be integrated directly in your CRM/ERP software, and checks every time, when new information is entered, weather similar or identical addresses already exist.
Another CRM integration is “FACT®-Finder for Address-Search”. It quickly searches for existing addresses (or information) in your CRM system. The technology can handle typing mistakes or incomplete information, and reliably still finds the right entry.
|
Omikron
Pforzheim, Germany,
+49-7231-12597-0
|
Data Quality Server
|
CN
|
“Omikron Data Quality Server” is the universal interface to regularly improve data quality corporate-wide. It is the key to ensure data quality for every data transfer process, all the way from normal address corrections up to corporate-wide duplicate avoidance strategy. Omikron technology is available as components in a Service-Oriented Architecture (SOA) environment.
|
Omikron
Pforzheim, Germany,
+49-7231-12597-0
|
AddressCenter
|
CN
|
(German language only)
Omikrons stand alone software AddressCenter is based on “FACT®” - a very sophisticated matching technology. It is able to find duplicates in your address database no matter weather you have hundreds or millions of addresses in your database. AddressCenter also enables you to correct international postal addresses for 240 different countries and states automatically. Generally Omikron provides software solutions for Data Quality as well as consulting and services for Data Quality Management.
|
Oracle Corporation
Redwood Shores,
CA
650-506-7000
|
Pure*Extract
|
CG
|
Native database extraction tool used to prepare data for business-critical applications. Extracts high volumes of operational data from a broad range of mainframe corporate databases.
|
Oracle Corporation
Redwood Shores,
CA
650-506-7000
|
Pure*Integrate
|
CG
|
Transformation and cleansing tool that creates integrated views of business information, such as customers, products and suppliers, from disparate data sources for use in front-office and analytical applications, warehouses and marts. Bi-directional application links and data flow, high performance aggregation, data cleansing, metadata and advanced customer matching and householding. Rev. June 6, 2000.
|
OTS Group
Zaltbommel, The Netherlands,
31-(0) 418-577-777
|
Data Cleansing and Conversion Service
|
S
|
Address Validation
Address Validation includes every possible action at address level. The data can be corrected in such a way that the mailing is deliverable (postal level) and the address is refined to have the proper standard appearance (presentation level). Typos and spelling mistakes are corrected, and incomplete data is “enhanced” where possible. This process consists of:
* Completeness Check: A record is flagged as a "Short Address", if the address components available are not sufficient to allow for address validation, e.g., the street name, city and postcode are present, but there is no record of the house number.
* ASDF Check: This check is made to flag all 'nonsense' data, e.g. 'xxxx', 'asdfasdf', 'none of your business', 'myaddress', 'mycity', etc. Name fields can also be scanned with this to detect entries such as 'Mickey Mouse' and 'Donald Duck'.
* Postal Validation: The postal address is validated, and the street or PO Box details are corrected (where necessary).
* Standardisation: This ensures the consistency of elements within the address, e.g. street (straat, rue, avenida) or postcodes (country specific), etc.
We own postcode tables for more than 200 countries and can therefore validate addresses for all of these countries.
Data Enhancement
In addition to address validation, you can also avail of our other possibilities for optimising your data: data conversion to upper, lower or mixed case characters; gender allocation (applying a gender by checking the first name), adding a salutation and adieu, and formatting all international addresses in accordance with local cultural and postal specifications. We can also check addresses against lists of people who do not want to receive direct mail or have moved within the country or internationally. We can establish if a company or person is still located at the same address. If not, we can determine their new address. We can also remove people who do not want to receive direct mail: this prevents wasting your budget and irritating the recipients of your mail.
Merge/Purge Subscription
We also offer a more complex cleaning service that can correct existing databases and then combine and convert them into one new database system. Companies wishing to clean their customer and prospect data on a regular basis can avail of this service on a subscription basis - with very competitive prices.
|
OTS Group
Zaltbommel, The Netherlands,
31-(0) 418-577-777
|
Global DataScan
|
A,CG,CN,
S(O)
|
Global data quality audit service. Fixed rate and turnaround time offers comprehensive reports on the status of your data.
|
Pinnacle Software
Montreal, Canada,
514-345-9578
|
Parse-O-Matic
|
CG
|
Performs extraction and transformation of data, including reports. Transform capabilities include editing, table lookup, conversion, "info weeding", calculation, report formatting, intelligent copying and character filtering.
|
Pitney Bowes Group 1 Software Inc.
4200 Parliament Place, Ste 600
Lanham,
MD
301-731-2300
|
DataSight, Code-1 Plus, Data Quality Connector, Merge/Purge Plus, DQ Plus
|
CN,E,P,R
|
Bundled Core IQ products capabilities to import, standardize, validate, correct, convert, de-duplicate, enhance, customer data.
Customizable options for:
1) Global name and address standardization;
2) Consumer and business merge/purge;
3) Move update with change of address data;
4) Enhancement data: Demographic and geographic coding and other data sources;
5) Data conversion tools to address data integrity problems. Name and address standardization and file matching capabilities;
6) Data transformation: restructure, translate, check integrity, delete, add, summarize, and derived data;
7) List management (Rev: Nov 11, 1999)
|
Pitney Bowes Group 1 Software Inc.
4200 Parliament Place, Ste 600
Lanham,
MD
301-731-2300
|
HotData Hosted Data Quality Service
|
S(O)
|
A single interface provides access to multiple data services including: * US, Canadian, and international address verification and standardization * Change of address * Area code updating * Tax jurisdiction assignment * Business profiles . (Rev: July 2, 2002)
|
Pitney Bowes Software Systems
Lisle,
IL
630-435-7500
|
ReUnion
|
CN,P,S(O
)
|
Combines PBSS' data quality technology with Experian's consumer marketing database (95% of U.S. households) to increase the accuracy and value of customer data. Validates, corrects, & standardizes name and address, verifies customer residences, identifies customers who have moved or are deceased, verifies birth date, provides gender information, removes financial titles and provides pander information. Supports on-line and batch environments.
|
PQ Systems
Miamisburg,
OH
937-885-2255
|
Quality Workbench Professional: Document Control Module
|
M,QM
|
Manages the creation, revision, and distribution of procedures, work instructions, drawings, and other documents. Features message forwarding, enhanced searching, and a view-only option.
|
PQ Systems
Miamisburg,
OH
937-885-2255
|
Quality Workbench Professional: Audits Module
|
M,QM
|
Produces an audit schedule that automatically informs personnel of impending audits. Audit templates and schedules, internal and external audit functions, linkage to the Nonconformities module, and a flexible report generator.
|
PQ Systems
Miamisburg,
OH
937-885-2255
|
Quality Workbench Professional: Customer Care Module
|
M,QM
|
Records feedback ranging from complaints to compliments,and automatically notifies personnel to address issues within predefined time frames. Escalation feature automatically transfers responsibility to a higher level when a deadline has not been met. Helps analyze trends in customer issues to improve service performance.
|
PQ Systems
Miamisburg,
OH
937-885-2255
|
Quality Workbench Professional: Nonconformities module:
|
M,QM
|
Allows logging of all issues, ranging from suggestions for improvement to major process failures, and to route information immediately to key decision-makers.
|
PQ Systems
Miamisburg,
OH
937-885-2255
|
Quality Workbench Professional: IntraView
|
M,QM
|
Allows viewing of issued documents dynamically through any Internet browser. Enables multiple and remote sites to access data quickly and easily and facilitates the distribution of documents to large numbers of knowledge workers.
|
Process Integrity Inc.
Arlington,
TX
817-561-6600
|
IQs/SMART: Smart Rating
|
A,CG,P,Q
M
|
Expresses the impact of mistakes, errors and defects in terms of the cost incurred. Calculates the cost of poor quality and normalizes it by adding the purchase cost of the material or service.
|
Process Integrity Inc.
Arlington,
TX
817-561-6600
|
Smart Configuration
|
A,CG,P,Q
M
|
Provides a means of assuring the proper composition of components are used so that problem free products are delivered.
|
Process Integrity Inc.
Arlington,
TX
817-561-6600
|
Activity Based Cost of Quality
|
A,CG,P,Q
M
|
Identifies the extra activities that occur when things do not happen as predicted from early/late delivery through long-term reliability or performance.
|
Process Integrity Inc.
Arlington,
TX
817-561-6600
|
Statistical Process Control
|
A,CG,P,Q
M
|
Statistical reports and control charts can be generated using many combinations. Rev: Sept 9, 1999.
|
QAS Systems
London, UK,
44 (0) 207-498-777
|
QuickAddress, Rapid, Pro, Batch, Names, DataPlus, Address-Point, NameTracer
|
CN,P
|
Name and address management solutions ensuring that name and address information is accurate, consistent and properly maintained over time. Enhances records of name and address databases with additional data relating to a premise, an individual or a post code. Rev: Sept 9, 1999.
|
RDMS
Arnhem, Netherlands,
+31-26-324-21-21
|
Ultramatch
|
CN,S(O)
|
Complete service in the field of file processing. This service covers all types of file manipulation including standardization and personalization of address files.
|
Rockwell Automation
Minnetonka,
MN
612-935-7704
|
Quantum SPC/DC, Quantum SPC/QA
|
A
|
Data collection software and quality analysis software for manufacturing data.
|
SAS Institute Inc.
Cary,
NC
919-677-8000
|
SAS Warehouse Administrator: Transformation Engine
|
CG
|
A component within a framework for warehouse management through a metadata-driven architecture. Allows you to create metadata to define business rules using SAS language and transform and cleanse data.
|
Smart Communications
New York,
NY
212-486-1894
|
MAXit Checker
|
PM,QM
|
A software tool that monitors technical texts for compliance to Controlled English or ASD-STE100 Simplified English. The program uses 9,500+ rules and artificial intelligence to check texts for grammar, syntax, style, clarity, consistency and global acceptance. MAXit marks the possible errors with color-coded messages, interactive suggestions, synonyms and corrections. MAXit and Controlled English are ideal tools to write documentation and web content for global customers.
|
Smart Communications
New York,
NY
212-486-1894
|
Smart Translator
|
PM,QM
|
The SMART Translators are a series of computer programs that translate Controlled English into other languages. The SMART Translators use the computer science of Artificial Intelligence to translate technical documentation inside publishing systems. The computer-assisted translations are full-sentence, stylistically, grammatically and semantically accurate. The computer does 95% of the work in 5% of the time.
The translations are automatically simplified in the target language. Some human post-editing is needed to add style for publication quality.
A key advantage in the use of Controlled English is that the same source text can be reused for each of the target languages.
The Controlled English removes ambiguity, jargon, awkward expressions and idioms. The results are better technical quality and lower-cost translation.
|
SPSS
Chicago,
IL
312-651-3000
|
Clementine
|
CG,R
|
Allows extraction and rule discovery using neural network and rule induction. Identifies relationships in data and generates rules. Allows data merging and manipulation to derive new fields. Can handle sequenced data such as time series, customer behavior, etc. Rev. June 6, 2000.
|
SunView Software
Tampa,
FL
813-632-3600
|
ChangeGear
|
A
|
Under the Sarbanes-Oxley Act section 404 -Management Assessment of Internal Controls, companies must establish and maintain adequate internal control structures and procedures for financial reporting. While this section does not clearly spell out IT responsibilities, it has significant and direct impact on IT infrastructure services which are the underpinning of financial systems. Most would agree the reliability of financial reporting is heavily dependent on a well-controlled IT environment.
To help meet this requirement, IT organizations can adopt COBIT as a framework to help identify IT control objectives. COBIT's framework encompasses four domains containing 34 IT processes for section 404 compliance requirements. One of the control objectives is change management. It states: "Controls provide reasonable assurance that system changes of financial reporting significance are authorized and appropriately tested before being moved to production."
SunView Software's ChangeGear™ offers IT organizations a solution that helps manage, track and document IT infrastructure changes. With automated approval and notification, historical audit trail and real-time view of change activities, IT organizations can demonstrate the effectiveness of IT change management to ensure section 404 compliance.
|
Sybase
Emeryville,
CA
510-922-3555
|
Warehouse Control Center, User Module, Administrator Module, Meta Data Manager
|
M
|
Metadata management tool. Provides for the import, load, synchronization and management of conceptual, physical and environment metadata, including archival. Provides for knowledge worker access to metadata and loading data marts. Rev. June 6, 2000.
|
Sypherlink
Dublin,
OH
614-652-6100
|
Harvester
|
A,AM
|
Harvester is a suite of data analysis and architecture tools that utilizes a patent-pending technology to reduce the time and effort associated with data sharing. Harvester automates the metadata discovery, analysis and mapping process across multiple data sources concurrently. Harvester also provides a holistic view of the source data elements and relationships via its user interface. This interface can be used to review and edit relationships, as well as to assess the impact of various scenarios on including or excluding data for a particular initiative. Rev. June 23, 2004
|
Sypherlink
Dublin,
OH
614-652-6100
|
Learning Lexicon
|
CG,M,QM
|
Learning Lexicon helps organizations streamline their supply chain by utilizing advanced technology to apply filters to data and automate the standardization of like entries around a common lexicon. This solution applies sophisticated filtering technology to description data to determine categories, classes and strengths, enabling users to assign a particular identification based on the mapping of an item to a lexicon identifier. Learning Lexicon features learning algorithms that continuously improve the recognition of items that match a lexicon. Rev: June 23, 2004
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