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AI & ML Research 8 Hours

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Last updated: July 18, 2026, 5:30 PM ET

AI & ML Research

An AI-native enterprise data platform can be built using data agents, AI-powered QA, and AI governance. This approach addresses the gap between companies using AI and those knowing how to build truly AI-native infrastructure.

Loop Engineering introduces adaptive PDF parsing for document intelligence. This method allows for cheaper initial processing, only escalating to a heavier parser when a page specifically requires it, based on deterministic checks that flag failed parses before incurring higher costs.