Live on SEC EDGAR · 3.7M+ filings since 1993
AI equity research you can audit.
Agents dissect every filing. A validation engine checks every figure against the SEC record. You ask, verify and sign off.
S&P 500 companies, current and former, back to 1993, free.
- 28,000+companies
- 120.5M+facts
- 3.7M+filings
- 10analyst agents
- 109MCP tools
Add the Magnificent 7. Pick agents, history and autonomy.
Pick the companies and agents, choose the history and real time, and how much your agents do on their own.
At scale
Every company you cover, read as it files.
Cover the Magnificent 7, a sub-industry you know well, a whole sector or the entire market, and pick the forms to track. Agents start on each new filing as it lands, and a draft waits for your review.
- Filing in
- Agents drafting
- Checked, waiting for you
Ways in
Let AI do the reading, or take the data straight.
Analysts and PMs
AgentsAI
Ten analyst roles read every filing for the companies you cover and draft the research. The engine checks each figure, and you sign off.
Try the WorkspaceAnyone with a question
ChatAI
Ask about any US public company since 1993. Each answer lists the filings behind its numbers, one click from the SEC document.
Ask a questionAnyone with an AI assistant
MCP serverAI
Claude, ChatGPT or Cursor answer with figures that link to their filing.
Connect your assistant
Just the data · no AI
The same facts and filings, straight into your code.
Python SDK
Fundamentals in a pandas DataFrame, ready to backtest in your notebook.
pip install valuein-sdk
Open the SDK guideThe data
Every company. Every filing. Every version.
SEC filings since 1993, kept the way the market saw them. Companies that failed stay in, each value is dated to the moment it went public, and a restatement adds a row instead of erasing one.
No look-ahead. Each value is dated to the second it went public.
accepted_at ≤ as_of_dateA restatement adds a row. Nothing is overwritten.
Fundamentals
Every planFinancial statements, ratios and filings for every SEC filer, 1993 to today. 28,000+ companies, including those with no listed stock: privately held companies with public bonds, non-traded REITs and private credit funds.
- fact
- 121.4Mrows
- ratio
- 15.8Mrows
- filing
- 3.71Mrows
- entity
- 33,316rows
Built from these SEC forms (amendments included)
- 10-K
- 10-K405
- 10-KT
- 10-Q
- 10-QT
- 20-F
- 40-F
- 8-K
- 6-K
- S-1
- S-3
- S-4
- S-11
- F-1
- F-3
- F-4
- POS AM
- 10-KSB
- 10-QSB
Smart money
InstitutionalWho owns and trades each company: insiders, funds and 5% holders, filing by filing.
- institutional_holding
- 88.6Mrows
- insider_transaction
- 12.1Mrows
- insider_filing
- 5.55Mrows
- insider_ownership
- 1.98Mrows
Built from these SEC forms (amendments included)
- Form 3
- Form 4
- Form 5
- 13F-HR
- 13F-NT
- SC 13D
- SC 13G
- Form 144
Verification
Every number checked against its filing.
Before a report is signed, the engine re-reads each figure from the SEC filing it cites and recomputes every derived one. What it can't prove goes to a person, never through.
Each figure carries its filing.
Apple · revenue · FY2025
$416.16B
Source
- Filing
- 10-K
- Accession
- 0000320193-25-000079
- Fact ID
- 97960097…
Computed figures are rebuilt from their inputs.
Apple · 5-year revenue CAGR
8.68%
Derived from
- FY2020 revenue
- $274.51B
- FY2025 revenue
- $416.16B
- Period
- 5 years
Signed only when every figure is accounted for.
Certificate · Apple earnings note
181 figures
Status
- Matched the filing
- 163
- Reviewed by a person
- 18
- Unchecked
- 0
The proof
The past, as it was known.
First-reported figures stay put. Later restatements are kept apart.
10-Q Q2 2020
accepted 2020-07-30
10-K FY2020
accepted 2021-02-24
as originally reported
- as_of · 2021-06-30
The query stops here. Filings below were accepted later.
10-K/A FY2020
accepted 2021-11-09
restatement, filed later
10-Q Q3 2021
accepted 2021-12-03
10-Q Q2 2020
2020-07-30
10-K FY2020
2021-02-24
as originally reported
10-K/A FY2020
2021-11-09
restatement, filed later
10-Q Q3 2021
2021-12-03
Pricing
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Benchmark
Analysts and enthusiasts testing us on names they already follow
- Companies
- 500+ (S&P 500)
- History
- 1993 → today
- AI compute included
- $5 / month
Pro
Individual analysts, quants and developers
- Companies
- 28,000+ (incl. delisted)
- History
- 15 years (2011 → today)
- AI compute included
- $15 / month
Institutional
Analysts at funds, RIAs and fintech platforms
- Companies
- 28,000+ + foreign issuers
- History
- 1993 → today
- AI compute included
- $50 / month
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