Tax document form classification
Identify and classify structured IRS tax forms (1040, 1099, W-2, etc.) and extract field-level data.
AA clean typed decision (yes/no, a pick from a list, or a level on a scale) that is concrete, repeats routinely, and has meaningful value.4.66
Key facts
- Vertical
- Finance & insurance
- Function
- Legal & finance
- Status
- Seen in the wild
- Volume
- routine
- Value
- major
- Risk
- high
- Evidence
- described plan
- Flags
- human-review check-fit
Source: https://www.liscio.me/blog-posts/why-ai-fails-at-tax-document-classification-and-what-actually-works
Build this with a classifier
Define a typed decision with a bounded answer, then evaluate it on examples.
{
"decision_type": "yes_no",
"question": "Does this input match the decision in “Tax document form classification”?",
"input": "<input to classify>",
"output": "yes | no"
}Related use cases
Cite this
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