Educational research for U.S. stocks

Veilscope turns dense SEC filings into clear, educational risk scorecards.

We summarize 10-K and 10-Q filings into plain-English insights, highlight key risks and trends, and link everything back to the original source.

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Educational only. Not investment advice. U.S. stocks only.

Built from public SEC filings with direct links to EDGAR.

Preview of the Veilscope scorecard UI
Illustrative preview of a company scorecard.
See how it works

Nothing is hidden

See the filing and the summary together

Every insight stays tied to the original SEC filing so you can double-check the source yourself.

Example excerpt from a public SEC filing (demo)

A snippet pulled directly from a recent 10-K—risk factors, management discussion, or key disclosures written by the company.

Veilscope summary (demo)

Plain-English context that explains what changed and why it matters for understanding the business.

Links back to the exact EDGAR section.

Open SEC EDGAR

How it works

From SEC filings to plain-English insights

We pull U.S. filings directly from SEC EDGAR, keep context intact, and keep you anchored to the source. Want more? See the methodology overview.

  1. Step 1

    We pull public 10-K and 10-Q filings directly from the SEC’s EDGAR database.

  2. Step 2

    Key financial disclosures and risk factors are parsed and organized into consistent, easy-to-read categories.

  3. Step 3

    You receive an educational risk scorecard with direct links back to the original filing.

Who it’s for

Beginner-friendly, still credible for advanced investors

Self-directed investors

Already own a few stocks and want real research without reading hundreds of pages.

  • Uses a brokerage app and wants clarity, speed, and source links.
  • Comfortable with AI tools but expects transparent methodology.

Advanced and time-strapped

People who read filings or model companies but need a faster way to spot what changed.

  • Prefers tools that reduce grunt work while keeping raw filings a click away.
  • Skeptical of hype; wants verifiable, filing-backed summaries.

What you’ll get

Educational risk scorecards

Plain-English summaries of 10-K/10-Q filings with filing-backed context.

See a sample scorecard

Filing summaries

10-K/10-Q distilled into highlights you can review quickly while staying close to the source.

View parsed 10-K demo

Explainability

Understand what shifted and why—with every point linked back to EDGAR.

Filing-change notifications

Get notified when new 10-K/10-Q filings post so you can review the changes yourself.

What Veilscope is / isn’t

Clear on scope and limitations

Veilscope is

  • An educational research tool that summarizes SEC filings
  • A way to review company risks and disclosures faster
  • A system that links directly to the original filing so you can verify everything yourself

Veilscope isn’t

  • A financial advisor or robo-advisor
  • A source of stock recommendations or performance promises
  • A tool that tells you what to buy or sell

FAQ

Is this investment advice?

No. Veilscope is an educational tool for U.S. stocks. Investing involves risk and you are responsible for your decisions.

Where do you get your data?

From the U.S. SEC’s EDGAR system. We focus on public company filings (10-K/10-Q, etc.).

How do the scorecards work?

We extract key disclosures and risks from filings, organize them into consistent factors, and link each point back to EDGAR. It’s designed for learning, not recommendations.

Start in minutes

Create a free account to explore a sample risk scorecard built from SEC filings.

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Educational only. Not investment advice. U.S. stocks only. Data from SEC EDGAR.