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Amazon SageMaker is a fully-managed platform that enables developers and data scientists to quickly and easily build, train, and deploy machine learning models at any scale. With Amazon SageMaker, all the barriers and complexity that typically slow down developers who want to use machine learning are removed. The service includes models that can be used together or independently to build, train, and deploy your machine learning models.

Wipro HOLMES™ E-KYC Financials Extractor

By: Wipro Limited Latest Version: 1c

Financials Extractor helps you to identify financial Information of an organization using its annual report.

Product Overview

A part of Wipro HOLMES™ E-KYC product, Financials Extractor helps you to identify financial Information (Assets, Revenue, Currency, Date, Consolidated Assets, etc.) of an organization using the annual report of the organization. Currently annual reports of only PDF format are supported. Currently the model supports documents from US, CAN, SGP, HKG, AUS, IND geographies. The model takes input in Base64 encoding. Sample code on converting a file to Base64 string can be found in additional resources.

Key Data

Version
By Wipro Limited
Categories
Type Model Package
Fulfillment Methods Amazon SageMaker

Usage Information

Fulfillment Methods

Amazon SageMaker

Financials Extractor will extract financial information like company assets, consolidated assets (including subsidiaries of company), currency, company revenue, and consolidated revenue. Currently the model supports documents from US, CAN, SGP, HKG, AUS, IND geographies. Requirements for consuming the service: a. Subscription access to Amazon Sage maker and the model product. b. S3 bucket for specifying input and output locations. c. Necessary permissions to S3 locations and model packages. d. Code scripts for encoding/decoding files to/from base64 format for use in consumer scripts.

The model requires three input parameters as below and it should be in JSON format: 1)Country of incorporation (COI): In json it should be in Capital letter only 2)Company Annual Report as encoded string, 3)Company name Please find below sample input

Sample Json: { “coi”:”US”, “CompanyName”:” Organization Name”, “file”:” Company Annual Report as encoded string” }

Mandatory Input Requirements: Below mentioned parameter should be in same format:
1) Coi value should be in Capital letter
2) File data: Company Annual report should be in encoded string
There are two API for the Financial Extractor bot and functionality: All endpoints should be listening to port 8080. This makes things easier in later stages. • ‘/ping’ endpoint which should return empty body in the response of an http request. • ‘/invocations’ endpoint which should return the prediction value(s). Functionality of invocations:

  • It will convert the encode string to decoded format and will save as document.
  • Saved document is used for further processing of extraction.
  • Document is passed to Region Extractor service for extracting page headers by using NLP.
  • Based on headers using regex will filter the valid page.
  • After validating page values got extracted and send back as below json response.

Please find below sample Json Response format: {"STATUS":"SUCCESS","VALUES":[[{"field_value":"Financial Information","field_name":"field_type"},{"field_value":"Total Assets Company","field_name":"field_name"},{"field_value":"480419000.0","field_name":"field_value"},{"field_value":"09/06/2018, 16:05:51","field_name":"download_date"},{"field_value":"Annual Report","field_name":"document_type"},{"field_value":"Extracted from Standalone statements","field_name":"comments"},{"field_value":"F:/share/india_AR/Project/ekycRestApi_27Aug/ekycFinanceService/target/ekycFinanceService-0.0.1-SNAPSHOT-bin/ekycFinanceService-0.0.1-SNAPSHOT/target/classes/uploaded_files\YONGMAO_HOLDINGS_LIMITED_2017_annotated_annual_report.pdf","field_name":"document_link"},{"field_value":"","field_name":"preview_page_link"}],[{"field_value":"Financial Information","field_name":"field_type"},{"field_value":"Total Assets Consolidated","field_name":"field_name"},{"field_value":"NOT FOUND","field_name":"field_value"},{"field_value":"09/06/2018, 16:05:51","field_name":"download_date"},{"field_value":"Annual Report","field_name":"document_type"},{"field_value":"Extracted from Consolidated statements","field_name":"comments"},{"field_value":"F:/share/india_AR/Project/ekycRestApi_27Aug/ekycFinanceService/target/ekycFinanceService-0.0.1-SNAPSHOT-bin/ekycFinanceService-0.0.1-SNAPSHOT/target/classes/uploaded_files\YONGMAO_HOLDINGS_LIMITED_2017_annotated_annual_report.pdf","field_name":"document_link"}],[{"field_value":"Financial Information","field_name":"field_type"},{"field_value":"Total Assets As of Date","field_name":"field_name"},{"field_value":"31 March 2017","field_name":"field_value"},{"field_value":"09/06/2018, 16:05:51","field_name":"download_date"},{"field_value":"Annual Report","field_name":"document_type"},{"field_value":"Extracted from Standalone statements","field_name":"comments"},{"field_value":"F:/share/india_AR/Project/ekycRestApi_27Aug/ekycFinanceService/target/ekycFinanceService-0.0.1-SNAPSHOT-bin/ekycFinanceService-0.0.1-SNAPSHOT/target/classes/uploaded_files\YONGMAO_HOLDINGS_LIMITED_2017_annotated_annual_report.pdf","field_name":"document_link"},{"field_value":"","field_name":"preview_page_link"}],[{"field_value":"Financial Information","field_name":"field_type"},{"field_value":"Local Currency of Total Assets","field_name":"field_name"},{"field_value":"RMB","field_name":"field_value"},{"field_value":"09/06/2018, 16:05:51","field_name":"download_date"},{"field_value":"Annual Report","field_name":"document_type"},{"field_value":"Extracted from Standalone statements","field_name":"comments"},{"field_value":"F:/share/india_AR/Project/ekycRestApi_27Aug/ekycFinanceService/target/ekycFinanceService-0.0.1-SNAPSHOT-bin/ekycFinanceService-0.0.1-SNAPSHOT/target/classes/uploaded_files\YONGMAO_HOLDINGS_LIMITED_2017_annotated_annual_report.pdf","field_name":"document_link"},{"field_value":"","field_name":"preview_page_link"}],[{"field_value":"Financial Information","field_name":"field_type"},{"field_value":"Total Revenue Company","field_name":"field_name"},{"field_value":"NOT FOUND","field_name":"field_value"},{"field_value":"09/06/2018, 16:05:51","field_name":"download_date"},{"field_value":"Annual Report","field_name":"document_type"},{"field_value":"Extracted from Standalone statements","field_name":"comments"},{"field_value":"F:/share/india_AR/Project/ekycRestApi_27Aug/ekycFinanceService/target/ekycFinanceService-0.0.1-SNAPSHOT-bin/ekycFinanceService-0.0.1-SNAPSHOT/target/classes/uploaded_files\YONGMAO_HOLDINGS_LIMITED_2017_annotated_annual_report.pdf","field_name":"document_link"}],[{"field_value":"Financial Information","field_name":"field_type"},{"field_value":"Total Revenue Consolidated","field_name":"field_name"},{"field_value":"574494000.0","field_name":"field_value"},{"field_value":"09/06/2018, 16:05:51","field_name":"download_date"},{"field_value":"Annual Report","field_name":"document_type"},{"field_value":"Extracted from Consolidated statements","field_name":"comments"},{"field_value":"F:/share/india_AR/Project/ekycRestApi_27Aug/ekycFinanceService/target/ekycFinanceService-0.0.1-SNAPSHOT-bin/ekycFinanceService-0.0.1-SNAPSHOT/target/classes/uploaded_files\YONGMAO_HOLDINGS_LIMITED_2017_annotated_annual_report.pdf","field_name":"document_link"},{"field_value":"","field_name":"preview_page_link"}],[{"field_value":"Financial Information","field_name":"field_type"},{"field_value":"Total Annual Revenue Year & Date","field_name":"field_name"},{"field_value":"31 March 2017","field_name":"field_value"},{"field_value":"09/06/2018, 16:05:51","field_name":"download_date"},{"field_value":"Annual Report","field_name":"document_type"},{"field_value":"Extracted from Consolidated statements","field_name":"comments"},{"field_value":"F:/share/india_AR/Project/ekycRestApi_27Aug/ekycFinanceService/target/ekycFinanceService-0.0.1-SNAPSHOT-bin/ekycFinanceService-0.0.1-SNAPSHOT/target/classes/uploaded_files\YONGMAO_HOLDINGS_LIMITED_2017_annotated_annual_report.pdf","field_name":"document_link"},{"field_value":"","field_name":"preview_page_link"}],[{"field_value":"Financial Information","field_name":"field_type"},{"field_value":"Local Currency of Total Annual Revenue","field_name":"field_name"},{"field_value":"RMB","field_name":"field_value"},{"field_value":"09/06/2018, 16:05:51","field_name":"download_date"},{"field_value":"Annual Report","field_name":"document_type"},{"field_value":"Extracted from Consolidated statements","field_name":"comments"},{"field_value":"F:/share/india_AR/Project/ekycRestApi_27Aug/ekycFinanceService/target/ekycFinanceService-0.0.1-SNAPSHOT-bin/ekycFinanceService-0.0.1-SNAPSHOT/target/classes/uploaded_files\YONGMAO_HOLDINGS_LIMITED_2017_annotated_annual_report.pdf","field_name":"document_link"},{"field_value":"","field_name":"preview_page_link"}]]}

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