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Data Quality Framework: What It Is and How to Implement It

Astera

What is a data quality framework? A data quality framework is a set of guidelines that enable you to measure, improve, and maintain the quality of data in your organization. It’s not a magic bullet—data quality is an ongoing process, and the framework is what provides it a structure.

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A Simple Guide to Medical Insurance Claims

Astera

A medical insurance claim is a bill that healthcare providers submit to the patient’s healthcare insurance company after they receive treatment or care. Medical Bills Medical bills are the invoices or statements healthcare providers issue after providing care.

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Automating Health Insurance: Choosing the Right Data Extraction Automation Tool 

Astera

This statement holds particularly true for health insurance companies as it is imperative for you to extract and process massive volumes of unstructured medical data. The right data extraction automation tool can transform your processes, improve data accuracy, enhance your workflow efficiency, and deliver exceptional customer experiences.

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Use Case Analysis for Business Intelligence Projects

Business Analysis Knowledge Share

Enhanced Data Governance : Use Case Analysis promotes data governance by highlighting the importance of data quality , accuracy, and security in the context of specific use cases. The data collected should be integrated into a centralized repository, often referred to as a data warehouse or data lake.

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The Rise of Small Data

GAVS Technology

Some examples of areas of potential application for small and wide data are demand forecasting in retail, real-time behavioral and emotional intelligence in customer service applied to hyper-personalization, and customer experience improvement. Master Data is key to the success of AI-driven insight.

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Beyond OCR Form Processing: The Comprehensive Guide to Intelligent Form Data Extraction 

Astera

For example, intelligent form extraction can structure the data extracted from a contract into a table that shows the parties, terms, dates, and amounts involved. Intelligent form data extraction employs AI to enhance data quality. It can also add metadata, such as the source, format, and location of the contract.

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5 Best Practices for Big Data Integration 

Astera

The world of big data can unravel countless possibilities. From driving targeted marketing campaigns and optimizing production line logistics to helping healthcare professionals predict disease patterns, big data is powering the digital age. Data profiling is the first step toward achieving data quality.