Structured intelligence from unstructured filings

Every public company spells out what could go wrong in the risk-factor sections of its SEC 10-K and 10-Q filings. The information is invaluable — but it is buried in long, free-form prose, written differently by every company, and impractical to analyze at scale.

The Wealthwire Risk Factor API turns those sections into structured, queryable data. We extract every disclosed risk factor from the filings of S&P 500 companies, map each one to a single category in a fixed, standardized taxonomy, and serve the result as plain JSON over HTTP — at the filing, company, and sector level. Because the same taxonomy is applied everywhere, a breach risk at one company is directly comparable to a breach risk at any other. That taxonomy isn’t an arbitrary list — it is informed by machine-learning analysis of thousands of real filings, refined through deep research, and kept current as new risks emerge.

Company and sector roll-ups are computed at query time directly over the underlying filings, so aggregates always stay consistent with the source data — no stale snapshots, no manual roll-ups.

Wealthwire, LLC builds focused data products for investors, analysts, and developers. The Risk Factor API is our first. All data is sourced from public SEC EDGAR filings and is provided for informational purposes only — it is not investment advice.