Data Modeling is the process of transforming business requirements into a database structure which holds data in such a way that business requirements and rules are enforced for any person or any application that connects to a database while maintaining data integrity, data quality, data security, ACID compliance, and performance. The conceptual, logical, and physical data models correspond to the analysis, design, and implementation phases of SDLC, Six Sigma, and other software development methodologies.
Investing in Data Governance is insurance for 30+ years of trustworthy data and financial loss reduction.
Trustworthy data eliminates loss through inefficiencies, court fines, tax liabilities, software incompatibilities, fraud, and enables business intelligence & proactive management. The 30-year financial loss reduction for medium to large businesses averages $291,000,000. The loss reduction for fortune 1000 companies averages $9,000,000,000 over thirty years.
Research firm Gartner has found that the average cost of poor data quality is over $3 TRILLION per year in the US alone. The lack of data quality also prevents the implementation of business intelligence, change data capture, real-time reports, supply chain, and other business requirements. Gartner also found that ERP projects fail at 99 percent, data projects fail at 85 percent, and overall 68 percent of all IT projects fail by not meeting business requirements, or by exceeding the allotted time and/or budget for the project. Twenty-five percent of IT projects are canceled, which produces a total 93 percent failure rate. IJTIO can run a successful IT project for your business by simply following proven methodologies and processes. Fixing the data foundation first increases project success rates and reduces cost by reducing time to project completion due to poor underlying data. IT investment is a cost cutting strategy.
Analysis is the most likely phase of any IT project to be skipped because it is very tedious. Analysis involves hours to years of meetings to figure our how a business works, and document how it works. From the analysis one must create a conceptual data model, then use it to design a logical data model in the design phase, accompanied by documented Data Governance policies. Skipping part or all of the analysis phase causes 68 percent of IT projects to fail. IJTIO offers professional business analysis and joint application design services. IJTIO also provides professional staffing using resources whose experience exceeds 15 years. Every project can be staffed with dedicated business analysts, ETL specialists, a data modeler, architect, and quality assurance with data analysis skills.
Design is the most important part of any IT project. However, no design is adequate without a complete analysis with complete and formal documentation. The design phase requires documentation of business requirements to produce a logical data model which can be used to create the physical data model which holds and secures the company data. Once a company has a proper data model, base code can be generated directly from the data model, eliminating approximately 90 percent of the coding time. Additionally the code IJTIO writes is cluster capable for high availability, and scalability.
IJTIO provides professional project implementation services which include quality assurance, physical data modeling, ETL, data governance policy finalization, business glossary, and Business Information Modeling systems (BIM) for proactive management. The ultimate goal of most ERP projects is to gain real-time business intelligence, a functional BIM, and effective long-term proactive management. A good data system removes nearly all limitations for what one can do with data. Business functions such as compliance reporting, quarterly reports, KPI metrics, etc. become automated and real-time capable.
IJTIO has provided Data Governance and Data Modeling services for more than 30 years.
IJTIO prides itself in providing excellent service to it's clients, large and small.
We specialize in ERP systems, supply chain, real-time banking systems, pharmaceutical systems, electronic health records system, HL7 & FHIR, and other business systems.
IJTIO also creates custom encryption using AES and other cryptography methods.
IJTIO can analyze your existing database designs and produce a report which shows software compatibility, performance issues, and data governance compliance issues. If there are issues, we can fix them.
IJTIO enterprise data models are custom made according to each client's business requirements. We also have industry standard data models with full business intelligence support and advanced security. We design your database,turn-key base code, fix your existing databases, and your data.
IJTIO provides data governance and quality assurance services for data systems operation and data architecture design. We help governments and companies insure that both their IT architecture design and the data it holds are of the highest quality. We design and write data governance policies, construct a business glossary, data dictionary, and scan your entire system for data issues. If there are issues, we recommend ways to resolve the issues.
IJTIO creates graphical user interfaces, GUI, for complex applications. GUI designs can be web-based, phone application based, or desktop based. Most database designs are accompanied by a functioning GUI that can create, read, update, delete, or archive data.
IJTIO provides IT and data architecture strategy consulting services. We can tell which technologies will work for your business by analyzing your business requirements before the project begins. With over 30 years of experience, we have seen it all and done it all.
IJTIO creates fast, custom, secure web forms and database designs for online data collection for multiple industries. We have created data collection systems for contact tracing, medical records, Supply Chain, ERP, and several other types of systems. With more resources working remotely, online data collection is cost effective, secure, and ensures that data has integrity.
We provide business intelligence services using IBM Cognos. We can transform your database into an IBM Cognos compatible database with real-time data capabilities and real-time analysis tools.
We provide Oracle Database Administration services. From installation to RAC and replication, we can create any oracle configuration to suit your enterprise data needs.
In addition to Enterprise Data Services, we can provide cluster-capable, scale-capable, object oriented software development with high availability features built-in. We write code in Java, C++, and Objective-C.
We can provide enterprise class UNIX and LINUX configurations for multiple versions of UNIX and LINUX. We specialize in maximum security and high performance design. Our system administrators are proficient with Sun/Oracle Solaris 2.5 - 11, HPUX, RedHat, CENTOS, SuSe, and others. We are also proficient with all cloud services such as Snowflake, Oracle, AWS, and Azure.
IJTIO Has provided quality service for government and corporate clients since 1991.
The price of data governance services vary with the size, duration, and complexity of each set of business requirements. Contact us by phone, text, or email for a custom quote.