AI Document Extraction

Upload a PDF. Every Field Extracted in Seconds.

Drop any tax document — W-2, 1099, K-1, prior return, bank statement — and AI reads it instantly. Every number, every name, every box. Click any field to see exactly where it came from on the original PDF. 5 layers of validation ensure 99%+ accuracy.

Split-Screen PDF Viewer — W-2 extraction with field-level source highlighting

The Problem: Manual Data Entry Is Killing Your Margins

CPAs spend 40-60% of tax season manually keying data from PDFs into their software. Every keystroke is a chance for error. Every re-check is unbillable time. And when a client drops off 30 pages of documents at 4pm on April 14th, there's no way to process them accurately under pressure.

The Solution: 180+ Form Types, Extracted and Validated Automatically

TaxScout processes documents through a 5-layer validation pipeline. AI extracts every field with confidence scoring. OCR cross-verifies against the raw PDF text. 15 deterministic math rules catch arithmetic errors. 18 business-logic validations check SSNs, EINs, dates, and cross-document consistency. The result: data you can trust, extracted in seconds instead of hours.

180+ Supported Form Types

From common W-2s to complex K-1 partnership allocations — TaxScout handles them all.

W-2 & Wage Statements
1099 Series (NEC, MISC, INT, DIV, B, R, S, K, G, SA)
K-1 (1065, 1120S, 1041)
1040 & Schedules (A–SE)
1120 Corporate Returns
1065 Partnership Returns
1041 Trust & Estate
990 Nonprofit Returns
Bank & Brokerage Statements
Prior Year Returns
State Tax Forms (all 50 states)
Property Tax Documents
Mortgage Interest (1098)
Student Loan Interest (1098-E)
Tuition Statements (1098-T)
Health Coverage (1095-A/B/C)
Social Security (SSA-1099)
Retirement Distributions (1099-R)
Cryptocurrency & Digital Assets
Foreign Income (FBAR, 8938)

5-Layer Validation Pipeline

Layer 0

Document Quality Routing

Incoming documents are assessed for quality and routed to the optimal extraction pipeline based on clarity, format, and form type.

Layer 1

AI Extraction with Confidence Scoring

ML models extract every field with a 0.0–1.0 confidence score. Low-confidence fields are flagged for CPA review automatically.

Layer 1.5

OCR Cross-Verification

Four independent matching strategies cross-verify OCR output against AI extraction results to catch discrepancies.

Layer 2

15 Deterministic Math Rules

Hard-coded arithmetic checks ensure totals, subtotals, and computed fields are mathematically consistent — no AI hallucination.

Layer 3

18 Post-Extraction Validation Rules

Business-logic rules validate EINs, SSNs, date ranges, filing statuses, and cross-document consistency.

AI Analyzer — attention items and field validation
Client summary — income breakdown, deductions, and refund estimate
Dashboard — client list with AI confidence scores

How It Works

1

Upload Documents

Drag and drop PDFs, photos, or scans. TaxScout accepts any format — even phone photos of W-2s.

2

Auto-Classify

AI identifies the form type (W-2, 1099, K-1, etc.) and routes to the optimal extraction pipeline.

3

Extract All Fields

Every field extracted with confidence scoring. Low-confidence fields flagged automatically.

4

5-Layer Validation

OCR cross-verification, math rules, and business-logic checks validate every extracted value.

5

Review & Approve

Review flagged fields in the split-screen viewer. Click any value to see its source on the original PDF.

vs. Competitors

TaxDome and Canopy require manual data entry or basic OCR that misses complex forms. TaxScout's 5-layer pipeline processes 180+ form types with confidence scoring and cross-document validation — capabilities that no competitor offers at this price point.

Frequently Asked Questions

TaxScout recognizes and extracts data from 180+ tax document types including W-2, 1099 series (all variants), K-1, 1040 with all schedules, 1120, 1065, bank statements, prior year returns, and multi-form PDFs. It also handles state-specific forms for all 50 states.

See AI Document Extraction in Action

Book a 15-minute walkthrough and see how it fits your firm.