What the AI does
The AI layer reads primary source documents — company filings with the U.S. Securities and Exchange Commission, including 10-K and 10-Q reports, 8-K and 20-F filings — and drafts an impersonal summary of what each document reports. It extracts the figures management disclosed (revenue, margins, net income, earnings per share, segment detail and stated guidance) and lays them out alongside the narrative. It does not invent numbers, and it does not editorialize: its job is to restate what the filing says, clearly and consistently.
Why we use it
Speed and breadth. A new filing can be summarized within minutes of hitting EDGAR, across every company we cover, applying the same structure to each one. That means coverage is even — small companies get the same treatment as large ones — and the framing is consistent from one report to the next, for every reader. No single analyst could read every filing for every company the moment it lands; the AI layer makes that possible.
How humans are involved
An editor reviews every piece before it is published. Drafts the model flags as uncertain, or where the extracted figures do not reconcile cleanly against the source, are held rather than shipped. The weekly synthesis — where we connect what individual filings mean across the sector — carries editorial judgment, written and signed off by a person. The commitment is simple: nothing reaches you that an editor has not looked at, and anything we are not confident about waits.
Accuracy & sourcing standards
Every figure we publish is traceable to the primary filing it came from, and that filing is linked at the top of each article so you can read the source yourself. We do not aggregate numbers from third-party databases or restate them from memory — the document is the record. Nothing here is personalized advice; our reports are impersonal and the same for every reader. When we get something wrong, we correct it promptly, note the correction, and update the affected article rather than quietly editing it away.
What this is not
This is an impersonal research publication, not investment advice. We do not know your circumstances, we make no recommendations, and nothing on this site should be read as a suggestion to buy, sell, or hold any security. It is information about what companies have publicly reported — what you do with it is your decision.