add contract to model page

Author: laujan

articles/ai-services/document-intelligence/concept-contract.md

@@ -7,7 +7,7 @@ manager: nitinme
 ms.service: applied-ai-services
 ms.subservice: forms-recognizer
 ms.topic: conceptual
-ms.date: 07/18/2023
+ms.date: 09/20/2023
 ms.author: lajanuar
 monikerRange: 'doc-intel-3.1.0'
 ---
@@ -18,7 +18,7 @@ monikerRange: 'doc-intel-3.1.0'
 
 [!INCLUDE [applies to v3.1](includes/applies-to-v3-1.md)]
 
-The Document Intelligence contract model uses powerful Optical Character Recognition (OCR) capabilities to analyze and extract key fields and line items from a select group of important contract entities. Contracts can be of various formats and quality including phone-captured images, scanned documents, and digital PDFs. The API analyzes document text; extracts key information such as Parties, Jurisdictions, Contract ID, and Title; and returns a structured JSON data representation. The model currently supports certain English document formats.
+The Document Intelligence contract model uses powerful Optical Character Recognition (OCR) capabilities to analyze and extract key fields and line items from a select group of important contract entities. Contracts can be of various formats and quality including phone-captured images, scanned documents, and digital PDFs. The API analyzes document text; extracts key information such as Parties, Jurisdictions, Contract ID, and Title; and returns a structured JSON data representation. The model currently supports English-language document formats.
 
 ## Automated contract processing
 

articles/ai-services/document-intelligence/concept-model-overview.md

@@ -43,7 +43,7 @@ monikerRange: '<=doc-intel-3.1.0'
 | [General document](#general-document) | Extract key-value pairs in addition to text and document structure information.|
 |**Prebuilt models**||
 | [Health insurance card](#health-insurance-card) | Automate healthcare processes by extracting insurer, member, prescription, group number and other key information from US health insurance cards.|
-| [US Tax document(( models](#us-tax-documents) | Process W2 forms to extract employee, employer, wage, and other information.  |
+| [US Tax document models](#us-tax-documents) | Process US tax forms to extract employee, employer, wage, and other information.  |
 | [Contract](#contract) | Extract agreement and party details.|
 | [Invoice](#invoice)  | Automate invoices. |
 | [Receipt](#receipt)  | Extract receipt data from receipts.|
@@ -141,7 +141,7 @@ The US tax document models analyze and extract key fields and line items from a
 
  The contract model analyzes and extracts key fields and line items from contract agreements including parties, jurisdictions, contract ID, and title. The model currently supports English-language contract documents.
 
-***Sample contract processed using [Document Intelligence Studio](https://formrecognizer.appliedai.azure.com/studio/prebuilt?formType=invoice)***:
+***Sample contract processed using [Document Intelligence Studio](https://formrecognizer.appliedai.azure.com/studio/prebuilt?formType=contract)***:
 
 :::image type="content" source="media/studio/analyze-contract.png" alt-text="Screenshot of contract model extraction using Document Intelligence Studio.":::
 

articles/ai-services/document-intelligence/overview.md

@@ -7,7 +7,7 @@ manager: nitinme
 ms.service: applied-ai-services
 ms.subservice: forms-recognizer
 ms.topic: overview
-ms.date: 09/05/2023
+ms.date: 09/20/2023
 ms.author: lajanuar
 monikerRange: '<=doc-intel-3.1.0'
 ---