Public-company SEC filings contain the most legally significant disclosures a company makes: operational changes, risk factor updates, executive departures, financing events, guidance revisions, and detailed financial performance. But filings are dense, written for legal compliance rather than investor clarity, and often hundreds of pages long. Stoky reframes filings as structured, listenable stories with narrative context, source grounding, and follow-up research paths — so users can understand what changed and why it matters without spending hours inside a PDF.
Coverage of the most important filing types
Stoky is built around the filings that move markets most often: 10-K annual reports, 10-Q quarterly reports, 8-K current event disclosures, and 6-K reports from foreign private issuers. These cover the full lifecycle of company disclosure — from scheduled financial reporting to real-time events like executive changes, acquisitions, regulatory actions, and guidance updates.
Change detection over reproduction
The goal of filing intelligence is not to reproduce the filing. It is to identify what changed, why it might matter, and where the most important language is. Stoky's deep agents are trained to surface the delta — the risk factor that was reworded, the revenue line that shifted, the footnote that changed the picture — rather than generating a generic executive summary of the full document.
8-K event tracking in real time
8-K filings are the closest thing to real-time disclosure that public companies make: material agreements, executive departures, financial restatements, regulatory decisions, and other events that could move the stock price. Stoky processes 8-K filings quickly so users can understand what happened, what it means in context, and whether additional research is warranted — before the market has fully priced in the news.
Mobile-first, not document-first
Instead of forcing users through a 200-page PDF on a small screen, Stoky presents the filing as a structured story with a headline, narrative summary, key excerpts, and clear chapter navigation. Users can listen, read, or ask follow-up questions in the same workflow. The original filing is always accessible from within the story for users who want to inspect the source text directly.
Useful for watchlists and event-driven research
Filing intelligence works best when it is connected to a watchlist. Users following a specific company, sector, or theme can receive structured analysis as new filings come in, rather than manually checking the SEC's EDGAR database. This is especially valuable for event-driven research, where a single 8-K or 10-Q disclosure can change the investment thesis for multiple positions.
Source grounding on every claim
When a Stoky story makes a claim based on a filing — a specific revenue number, a risk factor change, a new contractual commitment — the supporting text from the original document is accessible within the story. Users can move from the narrative interpretation to the source excerpt in one step, which is important for verification in a domain where small language changes can have large consequences.