Pumpkin
    Tax Document Processing

    AI Tax Document Processing That Reads the K-1 So Nobody Retypes It

    W-2s, 1099s, K-1s, and the supporting pile, pulled apart field by field at 99.5% accuracy and pushed straight into your tax software. Anything below the confidence line waits for a person.

    The Hours Nobody Bills For

    Every season a firm burns a few hundred hours turning paper into fields. That's the entire job this does, and it's the least interesting technology we sell.

    It Knows the Forms

    W-2s, 1099s, K-1s, and the state forms nobody built a nice template for. The layouts are known, so locating a field isn't guesswork.

    80% Faster Processing

    Hundreds of documents through in minutes. In plainer terms, it's the 20 minutes per K-1 that somebody was going to spend at 9pm on a Tuesday in March.

    99.5% Accuracy Rate

    Every field carries a confidence score, and the low-confidence ones stop for a person. That remaining half a percent is exactly why the review queue exists.

    What It Extracts and What It Flags

    Upload in whatever format the client sent. It identifies the form, finds every field, and scores its own confidence, so the queue tells you where to look instead of asking you to check all of it.

    • Batch Upload & Processing

      Drop in a whole folder. It sorts the form types itself and groups them by client, which is the part that used to eat an afternoon.

    • Multi-Format Support

      PDFs, scans, phone photos taken at an angle in a parking lot, and faxes. The fax machine nobody will unplug still works with this.

    • Tax Software Integration

      Exports to Lacerte, Drake, ProSeries, and UltraTax CS, mapped to the right fields so nobody retypes a number that was already correct.

    • Learns Your Documents

      It adapts to what your firm actually receives, including the brokerage statement from the one custodian that formats everything sideways.

    app.pumpkin.cloud/tax-documents

    Document Extraction Queue

    3 Ready for Review
    W-2
    Johnson, Sarah

    12 fields extracted

    99.8%
    1099-NEC
    Acme Consulting LLC

    8 fields extracted

    99.2%
    K-1
    River Valley Partners

    24 fields extracted

    97.1%

    Drop documents here or click to upload

    Who It's For

    Tax professionals whose February is decided by how fast documents get keyed

    Tax Preparation Firms

    Move thousands of W-2s, 1099s, and K-1s through the season without hiring a temp in January.

    CPA Practices

    Individual and business returns move faster when the data entry stops being a person's whole morning.

    Enrolled Agents

    Take on more returns without the intake pile becoming the reason you stop taking on more returns.

    Bookkeeping Services

    Pull figures out of financial statements and source documents without opening each one by hand.

    app.pumpkin.cloud/tax-documents/review

    Field-Level Review: W-2 (Johnson, Sarah)

    Employer EIN

    12-3456789

    High

    Wages, Tips, Other

    $87,450.00

    High

    Federal Tax Withheld

    $14,832.00

    High

    State Wages

    $87,450.00

    High

    Local Tax Withheld

    $412.50

    Medium

    The Fields That Stop for a Human

    High-confidence fields clear on their own. The rest sit in front of a preparer with the source image beside them, which turns a full review into a glance at four numbers.

    Then it exports to your tax software in one click. We're deliberate about that order. The software never posts a field it wasn't sure about, and a person approves the batch before anything moves.

    Frequently Asked Questions

    What types of tax documents can the AI process?

    All the standard IRS forms: W-2, every 1099 variant, K-1, 1098, W-9, and most state forms. It also reads the supporting pile, including brokerage statements and property tax bills. Anything it doesn't recognize gets routed to a person rather than guessed at.

    How accurate is the data extraction?

    99.5% on a clean scan. Every field comes back with a confidence score, and low-confidence fields go to review before anything lands in a return. We'd rather tell you where the failure modes are than pretend there aren't any. Bad photos, handwriting in the margin, and forms someone stapled through are the usual three.

    Does it integrate with my existing tax software?

    Yes. Direct export to Lacerte, Drake, ProSeries, UltraTax CS, and the other major platforms, mapped to the correct fields. No re-entry, and no CSV gymnastics on your end.

    Can it handle poor-quality scans or photos?

    Mostly. It corrects rotation, boosts contrast, and cleans up noise before reading. A crisp scan still gives a better result than a photo taken on a car hood, and when the input is genuinely bad the confidence scores say so instead of quietly inventing a number.

    Where does client data go when a document is processed?

    Into your account on our platform, encrypted in transit and at rest, with role-based access and an audit trail per document. It isn't used to train anybody's model and it isn't shared. You can set retention so extracted documents purge on your schedule, not ours.

    How does batch processing work?

    Upload a folder of mixed documents. It identifies each form type, extracts the fields, groups everything by client or EIN, and hands your team one review queue instead of two hundred separate files.

    Set It Up Before January

    Nobody wants to configure software in week two of filing season. Book a demo now, bring your ugliest K-1, and we'll run it while you watch.