The Illusion of Insight
Why "Deep Research" models collapse under the weight of their own vagueness, and why enterprise users need structured insight, not summaries.
We have seen a flood of "autonomous research agents" hitting the market. They all promise to "write a report on X." The problem is that "X" is usually ill-defined.
"Write a report on the future of AI" is a bad prompt. "Summarize the last 3 months of export control amendments in the Federal Register relating to Gallium" is a good prompt.
The value isn't in generating text. It's in the rigorous structuring of unstructured data. You don't need a chatbot; you need a query engine for reality.
Move from summaries to structured intelligence
Radiant Intel tracks source documents, extracts decision-relevant signals, and turns them into structured briefings. The result is monitoring that can be audited back to the primary material.
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