May 2025
Intermediate to advanced
42 pages
1h 14m
English
Content preview from Generative AI for 80% Reduction in Work Order Processing TimeBecome an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
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The Data Chaos Problem
The pervasive nature of unstructured data
Unstructured data is a persistent issue across industries and a significant barrier to digital transformation initiatives. Unlike structured data, which resides neatly in databases or spreadsheets, unstructured data arrives in various formats — PDFs, DOCX, PowerPoint presentations, and images – making it difficult to process, analyze, and leverage efficiently.
Even traditionally structured formats like XLS and CSV often contain freeform text, images, and inconsistent formatting that challenge large-scale data processing. An estimated 80% of an organization’s data is unstructured (Automated Intelligence, 2023), making the issue widespread and increasingly complex.
Why this is a problem ...
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I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.