Spread any 10-K in seconds — not hours.
Spreading a single filing by hand eats hours and the copy-paste tax never ends. Get standardized, point-in-time financials that drop straight into your model — every number cited back to the filing it came from.
- Standardized line items across 19,000+ companies — one canonical Revenue, EBIT, FCF.
- Point-in-time accurate: see exactly what was reported, before any restatement.
- Variance tables ready the moment a print drops — actual vs. estimate vs. prior.
- AI co-analyst drafts your first-take note with citations, not guesses.
Built for
Financial Analysts
- Point-in-time accurate
- Survivorship-bias-free
- Every number cited to its filing
Works where you do
Point-in-time accurate · Survivorship-bias-free · Every number cited to its filing
The pain points we remove
Analysts spend 25-75% of their week in Excel — and far too much of it re-keying numbers a machine should hand them. These are the recurring frustrations Valuein removes.
The copy-paste tax
Pulling line items out of a 10-K and 10-Q into a model is manual, slow, and error-prone — hours to days per name, every quarter, forever.
The 30-minute earnings scramble
When the print lands you have ~30 minutes to publish a first-take with a variance table. There's no time to re-key the numbers by hand.
Restatements break comparability
Companies restate and line items move. Reconciling side-by-side quarterly history out of EDGAR is tedious and easy to get silently wrong.
Inconsistent XBRL tagging
The same disclosure is tagged differently across filers, so raw SEC data needs heavy processing before it's usable in a comparison.
Siloed tools, manual refreshes
Switching between PDFs, CSVs, and a half-dozen apps — with no self-service refresh — costs thousands of hours a year you'd rather spend on the thesis.
Built around your actual cadence
From the daily grind to the month-end crunch — Valuein fits the rhythm of the work, not the other way around.
- Read 8-Ks and news on covered names
- Tweak model assumptions and answer PM/client questions
- Pull a quick fundamental or ratio to settle a debate
- Refresh comps tables with consistent definitions
- Track consensus and estimate revisions
- Draft and refine thesis notes
- Spread every covered name's new 10-Q/10-K
- Publish first-take notes within minutes of the print
- Re-rate price targets and refresh the model suite
What you can do with Valuein
Each job you need done, mapped to the exact capability that delivers it.
Spread a company's financials instantly
Standardized, point-in-time facts ready to drop into a model — no scraping, no copy-paste.
Build a variance table the second a print lands
compare_periods + get_earnings_signals surface actual vs. prior in one call.
One-click comps across a peer set
get_peer_comparables + generate_comps_xlsx export a branded comps workbook.
Draft the first-take note from the data
Your BYO-LLM agent writes the note with every figure cited to its filing via verify_fact_lineage.
Catch restatements automatically
Point-in-time history exposes original-vs-amended values so nothing changes under you.
One token. Every channel.
A single Stripe-issued token unlocks every surface at your tier — use Valuein from your AI client, your code, or the browser.
Spread any 10-K in seconds, not hours — standardized, point-in-time, cited to the filing.
When the print drops, your variance table is already built.
Stop paying the copy-paste tax. 105M+ standardized facts, straight into your model.
Frequently asked
How is this different from copying numbers out of a 10-K myself?
Valuein delivers the line items already standardized to canonical concepts across all filers, point-in-time accurate, and traceable to the source filing — so you skip the spreading entirely and drop them straight into your model via the SDK, MCP, or Workspace.
Can I generate a comps table or research brief automatically?
Yes. The MCP server's get_peer_comparables builds a peer set on demand, and generate_comps_xlsx / generate_research_brief_docx export branded Excel and Word documents (Pro tier and up).
Will my numbers reconcile to the actual SEC filing?
Every fact carries its source. verify_fact_lineage returns the exact filing, accession, and context for any number, so your note is auditable line by line.
Do I need to write code?
No. The Workspace gives you an AI chat and a report editor in the browser. The Python SDK and Bulk Data API are there when you want to wire data into Excel or a model pipeline.
Spread any 10-K in seconds, not hours — standardized, point-in-time, cited to the filing.
105M+ standardized SEC facts across 19,000+ companies, 1993–present. Free to start — no credit card.