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We built Chadwin especially for customers building personal investment agents. These agents are most effective when they can search across the market, compare many companies at once, and look for lesser-known investment ideas that would be easy to miss with a narrow ticker-by-ticker workflow.

LLM agents are increasingly being used to execute complex, market-wide investment strategies. These agents are expected to inspect, filter, join, rank, and verify across thousands of companies and years of filings in search of overlooked opportunities.