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“By 2022, 50% of organizations will include unstructured, semistructured and structured data within the same governance program, up from less than 10% today.” Gartner Market Guide for File Analytics. Much of the data we manage today is semi-structured, so why have separate solutions to manage each one?
Make the most of metadata by utilizing systems that help automate how metadata is applied while retaining unstructureddata in place. Put more intelligence into governance either by auto-tagging and categorizing content to kick off a retention workflow or by proactively managing the archival of business content and disposal of ROT.
Data Quality Issues. Any migration involving unstructureddata, that is, individual files, is bound to run into issues migrating certain file formats. AIIM's training groups these into the following areas: File Format Issues. System Dependencies. Process Issues. Now let's look at each of these in a bit more detail.
In addition to helping RTVE create engaging TV and radio content, lets explore three ways AI-powered search, knowledge discovery, and analytics can transform how employees work by empowering them to find insights deep within structured and unstructureddata.
The intersection of Structured and UnstructuredData. Today there is a clear separation on how you manage structured data (database, transactional data) and unstructureddata (documents, text, videos, images, email, social media, etc.). Data on legal hold = <1%. Record-worthy data = <2%.
Conduct a Data Audit The first step in preparing data for AI is to understand what data you have and where it resides. At Gimmal, we recommend leveraging automated data classification tools, such as our Sensitive Data Assessment (SDA) service, which scans and categorizes your data based on pre-defined criteria.
Auto-classification can leverage AI using RPA and ML / MT to analyze the digital content and categorize it, including redundant, obsolete, and temporary (ROT) [4] content. Much of the content will never be accessed, yet the cost to manage ROT content will continue to increase. Figure 1: Auto-classification and AI.
Separate the good information from the ROT. There are many examples of the benefits of classification, but I’ll provide two: The first is responding to data subject requests from privacy regulations like upcoming CCPA or GDPR. A good example here is identifying and dealing with ROT. Respond quicker to requests for information.
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