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All issuesVolume 328, Issue 2IT Vendor NewsDDN

The AI Data Factory: A Platform For Monetization

DDN, July 8,2025

A data factory? Seriously? That sounds like a way to generate even more data. Aren't most of us already drowning in data?

Well, yes, but that's not exactly what we're talking about. In fact, we want to help you use that data to swim like an Olympic champ, not drown in a sea of trivia.

The AI Data Factory - accelerating the process from ingest to monetization, is a systematic way to manage, process, and utilize enterprise data using AI to get the most value from an organization's data. We might call it a Data Monetization Factory - though that term closely resembles a 'money-making shop' and sounds a bit crude. And while it's tempting to focus on the end goal (i.e. money or revenue) it's more important to look at the process. In this case, we're talking about transforming raw, fragmented, multi-sourced data into a refined and cohesive set of actionable, high-value insights, analysis, decisions, and services - driven by AI and ML - which can generate new avenues for monetization.

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