The value is in scaling this beyond what any individual could do. Yes, the data is public, but building reliable tooling around it, continuously validating the analysis, and expanding coverage across all filings creates far more interesting opportunities than solo trading.

We've already seen how just having basic sentiment and risk analysis has helped our users catch significant changes they would have missed - like subtle shifts in supply chain disclosures that preceded market moves. As we add features like more filing types, earnings call transcripts, and cross-company competitive insights, the system becomes more valuable for everyone.

The best trade isn't always the obvious one.