Data Modeling: Driven by the Business Value

Data Modeling: Driven by the Business Value

Data is the lifeblood for the modern enterprise and a large percentage of enterprise data is unstructured, which is not viable for processing by most enterprise software. This is problematic because an unstructured value may contain valuable business data that is embedded in the middle of a sentence in text format and therefore inaccessible for business use.

The ability to extract relevant business data content from unstructured text values provides the organization with full access to all data assets. Whether governing sensitive data or extracting business knowledge from the data, the business value is the ability to perform the analysis across all data assets, not just structured data.

Complete Data Quality’s data modeling solution unlocks this business value by providing a process for modeling structured, semi-structured, and unstructured data seamlessly. The results of this process are then certified by the data community to ensure 100% accuracy. The solution guarantees that the voice of the business and the entire data community is heard by giving them final approval to certify the newly structured values, ensuring that the business value is recognized by the organization.

The modeling solution provides additional business value through integrated project management that operates in real time. This project management capability allows the business to have complete insight into the modeling project as the work is being completed. The ability to monitor the project in real time allows the business to control timelines and costs, preventing project creep and project overrun.

The project management capabilities empower the business to govern the modeling work and the workforce performing the work. This allows the business to create an extremely accurate performance-based work environment where workers are compensated based on their actual performance and the quality of their deliverables. The business is able to evolve the work environment with a truly enterprise-level data management solution.

The modeling solution unlocks unstructured data sources and delivers certified structured values for business use. The entire modeling and certification process is governed through integrated project management that provides complete control over the work and workforce in real time. The business benefits from being able to perform comprehensive data modeling projects across structured, semi-structured, and unstructured data sources, with integrated project management that reduces risk by monitoring and managing the project tasks in real time.

Tim Friedline

Data Quality Service Manager, Union Bank

2 年

This is really new technology. I don't know of any other solution that can offer this capability.

要查看或添加评论,请登录

Antonio Amorin的更多文章

  • Modeling Data Classes

    Modeling Data Classes

    Modernizing data classification to address all types of data requires a more advanced data structure for the data…

    2 条评论
  • Modernizing Data Classification

    Modernizing Data Classification

    Data is finally in the spotlight! Whether we are talking about being data-driven or the impact that low quality data…

    7 条评论
  • Data Classification Evolves Data Governance

    Data Classification Evolves Data Governance

    Clean Cloud from blueFlash Software evolves data governance by introducing the ability to create a single set of rules…

  • Data Quality Assessment: Origin Story

    Data Quality Assessment: Origin Story

    In the summer of 2001, I was in Fishkill, NY engaged as the lead data profiling consultant on a sales data warehouse…

    1 条评论
  • Data Modeling: Certified Data Repository

    Data Modeling: Certified Data Repository

    The certified data repository captures the results of the data modeling solution. All certified values are loaded into…

  • Data Modeling: Data Certification

    Data Modeling: Data Certification

    Complete Data Quality’s data modeling solution tasks the data community with certifying the classified values. The data…

  • Data Modeling: Data Quality Analysis

    Data Modeling: Data Quality Analysis

    Data quality analysis is critical in all of the solutions from Complete Data Quality, especially the data modeling…

    1 条评论
  • Data Modeling: Profile & Position Analysis

    Data Modeling: Profile & Position Analysis

    The first two steps in Complete Data Quality’s data modeling solution are the profile and position analysis steps. The…

  • Data Modeling: Solution Overview

    Data Modeling: Solution Overview

    Complete Data Quality’s data modeling solution is designed to support extracting business data from unstructured text…

  • Data Modeling: Driven by the Data

    Data Modeling: Driven by the Data

    As a data modeler, I will tell you that all of my data models are driven by the data. After all, the data is what…

社区洞察

其他会员也浏览了