What every 8-K actually said, labelled from the filing’s own words.
Event data for research and data teams: every SEC 8-K from every US filer, small companies included, with each label tied to the exact sentence it rests on and the moment it became public.
Request early accessOne email when early access opens. Nothing else.
What you get
8-K filings in scope, January 2022 to August 2026: every filer, not just index members.
Each label that states what a company did cites the sentence in the filing that says so, so a row can be checked.
Every label is stamped with the filing’s public acceptance time and uses only what the filing said at that moment.
What is coming
Every 8-K, labelled. Each filing from every US filer since January 2022, sorted into what actually happened: not just "an executive change" but who left, how, and whether a successor was named.
A same-day feed. New filings labelled within minutes of reaching EDGAR, each stamped with the moment it became public.
The source sentence. Every label that states what a company did comes with the sentence that says so, so any row can be checked against the filing.
The price record. For each kind of event, how stocks have moved around it: the overnight gap, the following session and the weeks after, measured against peers.
The whole market. Small and mid-size companies included, where delisting notices, auditor changes and restatements actually happen.
Why it is different
The meaning, not the item number. A delisting notice can be a merger closing or an exchange forcing a company out; a filing about an executive can be a routine pay change or a sudden departure. FlinchLab labels which one it is.
The companies others skip. Delisting notices, restatements and auditor changes are rare among index companies and common across all filers. FlinchLab covers all of them.
Checkable, not just trusted. Labels cite their source sentence, so you can audit them row by row.
Release timeline
- NowEarnings releases: nearly 5,000 labelled to date, more every night.
- October to November 2026Delisting notices and executive changes: labels built and tested against price outcomes.
- End of November 2026Early access: a same-day feed for the first event type, plus its history.
- ThenMore event types, one at a time, each tested before release.
Figures as of 6 October 2026.
From the lab
- The 8-K item number is not the event
- Earnings guidance moves the stock overnight, not after the open
- The 8-K events that matter most are filed by companies few datasets cover
- When do companies file their earnings 8-Ks?
- Earnings releases: how stocks react to the outlook
- Executive changes in 8-K filings
- Every 8-K item: filings and companies
- What we are building, and why
- Early access
Who it is for
- Quantitative research teams who need point-in-time corporate event data they can backtest.
- Data and AI teams who need event labels with a source sentence attached.
- Analysts who track small and mid-size companies the big event feeds cover thinly.
Questions: data@flinchlab.com