FinLoom Labs

FinLoom Labs

See what's hidden between the filings.

Built to become a living map of every SEC filing — connecting companies, documents and time, with every insight traced to the sentence it came from.

FinLoomReal example

What was Discover's net income in 2023?

$2,796M, as corrected in the amended 10-K filed Dec 23, 2024.1 It was first reported as $2,940M in the 10-K filed Feb 23, 2024.2

Discover Financial Services · $ millions
YearNet incomeAs first reported
20232,79612,9402

Discover Financial Services · 10-K/A · filed Dec 23, 2024

Consolidated Statements of Income · Net income, 2023: 2,796

“Discover Financial Services (the “Company”) is filing this Amendment No. 1 on Form 10-K/A (this “Form 10-K/A”) to amend and restate its audited financial statements …”
Open the sentence on sec.gov

Discover Financial Services · 10-K · filed Feb 23, 2024

Consolidated Statements of Income · Net income, 2023: 2,940

“Net income was $2.9 billion, or $11.26 per diluted share, compared to net income of $4.4 billion, or $15.44 per diluted share, in the prior year.”
Open the sentence on sec.gov
A real correction from Discover's own filings, drawn the way FinLoom answers it.

The problem

The changes that matter are rarely announced.

EDGAR takes in about 4,700 filings a day. Inside them, a figure is quietly revised in a later report, a new risk paragraph appears, a supplier stops being named — and none of it comes with a press release.

The signals that move markets are rarely in one filing. Valeant's undisclosed ties to the Philidor pharmacy. GT Advanced, which the SEC found had misclassified more than $300 million it owed Apple. In both cases the warning signs were public — scattered across filings no one read together.

Sources: SEC, About EDGAR · SEC press release 2020-169 · SEC press release 2019-66

The idea

One map of all of EDGAR — every filing type, every filer. Each fact is kept as a statement: who said it, in which filing, and when. Because the map remembers time, it is built to be read as of any date, and it can follow a thread from one company to the next, one document to another, one year to the following.

What it connects

The threads no single filing shows.

  1. Supply chains and customers

    Who depends on whom — and when that dependence quietly shifts from one report to the next.

  2. Boards and ownership

    Directors who sit on more than one board, and the insiders and institutions behind each company.

  3. Restatements and omissions

    Numbers revised after the fact, and disclosures that simply stop appearing.

  4. Contagion across a sector

    Risk language spreading from one company to its peers; one company's event reaching the companies tied to it.

Who it's for

For anyone who reads filings closely.

Investors

See what changed in the companies you own, and why it matters — in plain words, with the source one click away.

Analysts

Connections worth a memo, found across companies and years, each with its citation attached.

Built to cover

  • Every filing type
  • Every filer
  • Ten years of history
  • Updated the same day

Contact

Investor, analyst, or just curious?

We would like to hear from you.

Get in touch
vab5296@psu.edu