In any organization that relies on the use of information to reach business objectives, there is a clear understanding that the quality of information has a significant impact on the ability to achieve business goals. In addition, legislation has been passed within recent years, affecting both the public and private sectors (e.g., The Data Quality Act of 2001, Sarbanes-Oxley Act of 2002), requiring more comprehensive tracking and reporting on the quality of information. Over the past 5 years, Knowledge Integrity, Inc. has developed technical and management methodologies for instituting Information Quality programs within organizations to enable the analysis, assessment, and improvement of data quality for reporting, operational, and business intelligence purposes in a way that uses leading edge computing technologies coupled with high performance computing systems.

At Knowledge Integrity, our mission is to be a primary integrator of high performance information management methodologies to enable organizations to fully understand and manage their enterprise information resources. With our expertise in the areas of high performance computing, knowledge management, data quality, data mining, and scalable system development, we integrate our information management methodologies with advanced technology to address common business problems arising from the collection, migration, transmission, use, and analysis of data, with a primary focus is in helping organizations cope with managing the rising tide of information. To satisfy our clients information quality needs, we provide technical consulting and customer system design focusing on all aspects of information management systems, including Data Modeling and Meta Data Solutions, Data Quality Assessment, Data Quality Architecture, Data Cleansing Services, and Data Integration.

Our specific services include technical consulting, training, and custom system design and implementation for:

• Data quality assessment
• Data quality business case analysis and development
• Business rules-based systems
• Ongoing data quality monitoring
• Data quality reporting
• Comprehensive Data Quality Management program development
• Data quality management coordination
• Data standards development and implementation
• Systems for information exchange
• Data quality problem diagnosis and root cause analysis
• Information management needs assessment
• Assessment, design, integration, and deployment of information management, data quality, metadata, data mining, and business intelligence tools and platforms

In addition, we provide technical consulting and custom system development to assist in integrating and optimizing the performance of scalable high performance and high productivity systems. With staff members having as much as 20 years of experience in the area of High Performance Computing (HPC), we are able to assist in the design, selection, and deployment of HPC platforms and applications. Our specific services include:

• System and software performance analysis
• System and software performance optimization
• Support of analyzing usability of HPC environments and programming languages
• Programming language development
• Complier development
• Parallel and Distributed computing
• Parallel application development

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