Part 3/13:
However, there's an increasing recognition that the process of getting data to the point where it can be used effectively is complex, often underappreciated, and critical for AI success. Many organizations lack full visibility into the preceding stages that determine data quality, availability, and usability—stages that occur long before the final models or visualizations.
The Broader Data Ecosystem in Enterprises
To appreciate this journey, consider a consumer goods company—a manufacturing and distribution entity producing shoes, chocolates, or any other consumer product. Its operations span sourcing raw materials, manufacturing, distribution, and retail sales, each generating vast amounts of data.