Document Understanding

Out-of-the-box models

We provide a range of pre-trained out-of-the-box models that can process common document types. These models are available as public endpoints, such as https://du.uipath.com/invoices, which can be consumed by activities right away without any model training. Custom trained extractors are trained in Document Understanding in Automation Cloud^TM by using the One Click Extraction feature.

These models can be integrated into automations in the following ways:

In classic RPA workflows in Studio Desktop using the IntelligentOCR.Activities, the OCR.Activities, and the DocumentUnderstanding.ML.Activities packages.
In cross-platform, RPA workflows in Studio Desktop or Studio Web using the DocumentUnderstanding.Activities package.
By calling the Document Understanding REST APIs Document Understanding REST APIs.

List of available models

注: 各ドキュメントの種類で抽出されるフィールドの完全なリストについては、Out+of+the+Box+Models+Details ファイルをご覧ください。

表 1. 事前トレーニング済みの抽出器
ドキュメントの種類	業種/事業部門	パブリックエンドポイント URL
1040 US Income Tax Form (米国の個人所得税申告書)	税	`https://du.uipath.com/1040`https://du.uipath.com/1040
1040 Schedule C (米国の個人所得税申告書のスケジュール C) (プレビュー)	税	`https://du.uipath.com/1040_schedule_c`https://du.uipath.com/1040_schedule_c
1040 Schedule D (米国の個人所得税申告書のスケジュール D) (プレビュー)	税	`https://du.uipath.com/1040_schedule_d`https://du.uipath.com/1040_schedule_d
1040 Schedule E (米国の個人所得税申告書のスケジュール D) (プレビュー)	税	`https://du.uipath.com/1040_schedule_e`https://du.uipath.com/1040_schedule_e
4506-T Request for Transcript of Tax Return (米国の納税申告証明依頼書)	人事部による従業員のオンボーディング、税務	`https://du.uipath.com/4506t`https://du.uipath.com/4506t
990 (米国の所得税非課税団体申告書) - プレビュー	税	`https://du.uipath.com/990`https://du.uipath.com/990
ACORD 25 Certificate of Liability Insurance (賠償責任保険証明書)	保険申込	`https://du.uipath.com/acord25`https://du.uipath.com/acord25
ACORD 125 Commercial Insurance Application (企業向け保険契約申込書)	保険申込	`https://du.uipath.com/acord125`https://du.uipath.com/acord125
ACORD 126 Commercial General Liability Insurance Section Form (商業総合賠償責任保険セクションフォーム)	保険申込	`https://du.uipath.com/acord126`https://du.uipath.com/acord126
ACORD 131 Umbrella / Excess Insurance Section Form (アンブレラ/エクセス保険セクションフォーム)	保険申込	`https://du.uipath.com/acord131`https://du.uipath.com/acord131
ACORD 140 Property Insurance Section Form (財物保険セクションフォーム)	保険申込	`https://du.uipath.com/acord140`https://du.uipath.com/acord140
Bank Statements (銀行預金残高証明書)	Know Your Customer (本人確認)、融資、銀行業務	`https://du.uipath.com/bank_statements`https://du.uipath.com/bank_statements
BillsOfLading (船荷証券)	出荷、サプライチェーン	`https://du.uipath.com/bills_of_lading`https://du.uipath.com/bills_of_lading
Certificate of incorporation/Good Standing (会社存在証明書)	サプライチェーン、Know Your Customer (本人確認)、小売	`https://du.uipath.com/certificates_incorporation`https://du.uipath.com/certificates_incorporation
Certificate of Origin (原産地証明書)	サプライチェーン、小売	`https://du.uipath.com/certificates_origin`https://du.uipath.com/certificates_origin
チェック項目	銀行業務	`https://du.uipath.com/checks`https://du.uipath.com/checks
Children's Product Certificate (子供向け製品証明書)	サプライチェーン、小売	`https://du.uipath.com/children_product_certificates`https://du.uipath.com/children_product_certificates
CMS 1500 Health Insurance Claim Form (米国の医療保険請求フォーム)	保険、請求処理、医療	`https://du.uipath.com/cms1500`https://du.uipath.com/cms1500
EU Declaration of Conformity (EU 適合宣言書)	サプライチェーン、小売	`https://du.uipath.com/eu_declaration_conformity`https://du.uipath.com/eu_declaration_conformity
Financial Statement (財務諸表)	財務、銀行業務、Know Your Customer (本人確認)	`https://du.uipath.com/financial_statements`https://du.uipath.com/financial_statements
FM 1003 Uniform Residential Loan Application Form (米国の統一住宅ローン申請書) - プレビュー	融資、銀行業務	`https://du.uipath.com/fm1003`https://du.uipath.com/fm1003
I9 Employment Eligibility Verification Form (米国の就労資格証明書)	人事部による従業員のオンボーディング	`https://du.uipath.com/i9`https://du.uipath.com/i9
ID カードと運転免許証	Know Your Customer (本人確認)、公的機関	`https://du.uipath.com/id_cards`https://du.uipath.com/id_cards
Invoices (請求書)	買掛金、Order to Cash (受注から入金回収)、財務	`https://du.uipath.com/invoices`https://du.uipath.com/invoices
Invoices China (請求書 - 中国)	買掛金、Order to Cash (受注から入金回収)、財務	`https://du.uipath.com/invoices_china`https://du.uipath.com/invoices_china
Invoices India (請求書 - インド)	買掛金、Order to Cash (受注から入金回収)、財務	`https://du.uipath.com/invoices_india`https://du.uipath.com/invoices_india
Invoices Japan (請求書 - 日本)	買掛金、Order to Cash (受注から入金回収)、財務	`https://du.uipath.com/invoices_japan`https://du.uipath.com/invoices_japan
Invoices Shipping (船積送り状)	買掛金、Order to Cash (受注から入金回収)、財務、出荷、サプライチェーン	`https://du.uipath.com/invoices_shipping`https://du.uipath.com/invoices_shipping
Packing Lists (梱包明細書)	出荷、サプライチェーン	`https://du.uipath.com/packing_lists`https://du.uipath.com/packing_lists
Passports (パスポート)	Know your Customer (本人確認)	`https://du.uipath.com/passports`https://du.uipath.com/passports
Pay slips (給与明細)	給与計算、人事	`https://du.uipath.com/pay_slips`https://du.uipath.com/pay_slips
Purchase Orders (発注書)	Order to Cash (受注から入金回収)、財務、売掛金	`https://du.uipath.com/purchase_orders`https://du.uipath.com/purchase_orders
Receipts (領収書)	経費	`https://du.uipath.com/receipts`https://du.uipath.com/receipts
Remittance Advices (送金通知書)	Order to Cash (受注から入金回収)、財務、売掛金	`https://du.uipath.com/remittance_advices`https://du.uipath.com/remittance_advices
UB-04 (健康保険請求フォーム) (プレビュ)ー	保険、請求処理、医療	`https://du.uipath.com/ub04`https://du.uipath.com/ub04
Utility Bills (公共料金の請求書)	Know Your Customer (本人確認)、不動産管理	`https://du.uipath.com/utility_bills`https://du.uipath.com/utility_bills
Vehicle Titles (自動車の権利書)	公的機関、融資、財務	`https://du.uipath.com/vehicle_titles`https://du.uipath.com/vehicle_titles
W2 Wage and Tax Statement (米国の源泉徴収票)	税、融資、Know your Customer (本人確認)	`https://du.uipath.com/w2`https://du.uipath.com/w2
W9 Request for Taxpayer Identification Number and Certification (納税者番号および宣誓の依頼書)	人事部による従業員のオンボーディング	`https://du.uipath.com/w9`https://du.uipath.com/w9