SheetParser10-K Filings
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Powered by layout-aware OCR & table model
Built for Wall Street, Private Equity & Corporate Finance

Extract 10-K & 10-Q Tables to Clean Financial Excel

Powered by layout-aware OCR layout vision models. Extract borderless financial statements from SEC 10-K, 10-Q, and annual reports into clean Excel. Zero merged columns, parentheses negatives converted to computable numbers, and balance sheets verified against official SEC XBRL ground truth.

Instant 10-K Table Extractor

Free: 1 conversion per day · One table per sheet · Direct DCF / Comps ready

Extract 10-K Filing Now
SEC XBRL Cross-Check Native (1,234) Negatives Zero Merged Columns

The 4 Nightmares of Spreading 10-K Comps

Why junior analysts waste midnight hours manually re-typing financial tables into Excel.

Borderless Tables & Shifted Fiscal Columns

Common Flaw:SEC 10-K tables lack physical grid borders. Generic OCR misaligns multi-year headers (2024 vs 2023 vs 2022), sliding entire numerical columns sideways into the wrong accounting period.
SheetParser Solution:Layout-aware column coordinate anchors track whitespace geometry, keeping every fiscal year, 3-month quarter, and restated comparative column locked in its correct grid.

Parentheses Negatives Treated as Text

Common Flaw:Financial negatives like '(1,452)' or '—' (nil) are imported as string text. When analysts write =SUM() or paste into DCF/LBO models, formulas break with #VALUE! errors.
SheetParser Solution:Automatic financial type casting formats '(1,452)' into true numerical negative values (-1452) and dashes into 0, immediately computable in financial models.

Footnote Superscripts Corrupting Figures

Common Flaw:Footnote marks (e.g. '$5,210(1)') get fused into the number, turning $5,210 into $52,101 or corrupting line items.
SheetParser Solution:Vision neural segmentation separates footnote annotations from numerical values, placing notes into clean reference metadata while preserving clean figures.

Zero Balance Sheet Math Verification

Common Flaw:Other tools copy text blindly without knowing if the balance sheet balances. A single digit hallucination can ruin a valuation model.
SheetParser Solution:Enforces accounting equations: Assets = Total Liabilities + Stockholders' Equity, and cross-checks anchor figures against SEC EDGAR machine-readable XBRL.

10-K Table Extraction FAQs

How does SheetParser handle borderless tables in SEC filings?

SEC 10-K filings rely heavily on whitespace and indentation rather than solid borders. SheetParser uses neural layout segmentation (table model architecture) trained on thousands of corporate filings, allowing it to accurately detect column boundaries, sub-headers, and indentations without vertical lines.

Can I paste the exported tables directly into my DCF or LBO financial model?

Yes. Every table is exported with 1 table per worksheet, zero merged cells, and native numerical formats. You can copy the table directly or use standard Excel shortcuts (Alt + E + S + V) straight into your financial model.

Does it support international annual reports (IFRS) as well as US GAAP?

Yes. SheetParser handles US GAAP filings (10-K, 10-Q) as well as international annual reports (IFRS, 20-F, UK Companies House, European ESEF filings) with multi-currency symbols (€, £, ¥, $).

Are financial draft models or confidential CIM documents protected?

Strictly protected. Files are processed in memory and shredded immediately after table extraction is completed. We do not store financial documents, and we never train AI models on user data.