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Intelligent Text Analytics with ABBYY Compreno

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ABBYY Compreno Products ABBYY, 2017 © ABBYY Confidential
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Page 1: Intelligent Text Analytics with ABBYY Compreno

ABBYY Compreno Products

ABBYY, 2017

© ABBYY Confidential

Page 2: Intelligent Text Analytics with ABBYY Compreno

© ABBYY 2

Agenda

• ABBYY Overview • ABBYY Compreno Technology • Compreno-powered Products: InfoExtractor, Smart Classifier • Use Cases

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ABBYY Overview

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ABBYY empowers customers to capture, extract and action information using artificial intelligence

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ABBYY in 30 seconds

Thousands of businesses worldwide rely on ABBYY for converting unstructured data into structured information.

ABBYY sets the global standard in document recognition, content capture and language-based technologies and solutions that integrate across the information lifecycle.

ABBYY’s innovative Intelligent Capture technology, products, solutions and services are delivered in multiple platforms - cloud, mobile, desktop, server or SDK - directly or via a global partner network.

30,000+ corporate clients 40M+ users

Technology innovator with 600+ developers, 100+ patents and 100+ patent applications

500+ partners serving 200+ countries and territories

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International HQ, Russia, 3A, ABBYY LS

North American HQ Eastern European HQ

European HQ

A Global Company

ABBYY was founded in 1989

16 offices located in 13 countries serve ABBYY global customers.

130+ countries where ABBYY has projects

Countries and territories, where ABBYY has projects.

ABBYY offices

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Leading Global Hardware and Software Developers Trust ABBYY Technologies

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ABBYY Compreno Intelligent Text Analytics

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Drowning in Unstructured Information

• The MORE DATA , the LESS CONTROl over the content

• With the explosion of BIG CONTENT companies lack resources to quickly DISCOVER AND ANALYZE the growing amounts of information

• Growing competitive requirements signify pressure to accelerate and improve existing processes for INFORMATION GOVERNANCE

Unstructured Data Structured Data* According to research by IDC

Amount of data stored throughout the world*(exabytes)

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Compreno Text Analytics

Natural Language Processing technology

Understands the meaning of words in a context

Uncovers relationships between words

ABBYY Compreno enables knowledge professionals to extract insights and intelligence from unstructured text, transforming ‘dark data’ into useful, actionable information.

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How ABBYY Compreno works Creates universal language-

independent structure of the text

Understands text meaning based on this language representation

Analyzes content to detect key textual elements and the relationships between them

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Connect entities with other entities and facts, even if the words that define them are replaced with pronouns or omitted in the text Example: The company has denied reports it is preparing to default on its loans if it cannot reach agreement on its bailout terms with international creditors

Natural Language Processing Identify relationships between the words

Get the complete

story

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Gather only relevant facts

Natural Language Processing Define the contextual meaning of a word

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Example: Some people work with PDF documents but not all employees do.

Don’t miss any valuable facts

Natural Language Processing Detect omitted words

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Ensures professional language-based classification to accurately put unstructured content into order.

Extracts critical information from unstructured data powering business tasks that require granular content analysis and understanding

ABBYY Compreno-powered Solutions

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ABBYY InfoExtractor

© ABBYY

Activate your data with powerful information extraction solution that reveals entities, events and relations across unstructured texts.

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Business Challenges

• Lack of resources to address the explosion of Big Content • Existing manual processes are too slow and expensive • Revenue lost due to incomplete document lifecycle

management • Insufficient quality of existing processes

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ABBYY InfoExtractor SDK

• Provides granular insight into unstructured content

• Automatically identifies and extracts business-relevant information: entities, facts, events and the relationships between them.

• Business professionals get the necessary intelligence to make the right decisions, fast

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• Entities to extract: – Lessor – Lessee– Acres– Land Location– Terms – Royalty Provision – …

Use case: Leases

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• Entities to extract: – Lessor – Lessee– Acres– Land Location– Terms – Royalty Provision – …

Use case: Leases

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• Entities to extract: – Lessor – Lessee– Acres– Land Location– Terms – Royalty Provision – …

Use case: Leases

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• Entities to extract: – Lessor – Lessee– Acres– Land Location– Terms – Royalty Provision – …

Use case: Leases

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InfoExtractor: FeaturesAccurate extraction of entities and events

Natural Language Processing

Scaling and applicability to different tasks

Working with text regardless of sourceABBYY’s world-famous OCR is embedded in InfoExtractor and seamless integration with ABBYY Recognition Server is possible.

Entities like Persons, Organizations, Places, or facts like Deals, Purchases, Employment, Family relationships, etc.

Powered by Compreno technology, InfoExtractor understands the meaning of words and relations between them. For example, it can detect the deal that link a buyer and a seller and indentify the related financial figures.

Create ontology dictionaries to extract complex names like Aditya Prasad Kola, or organizations like Mengniu. Ontologies for specific industries or processes can be customized upon request by ABBYY.

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InfoExtractor: Benefits

Find intelligence to make critical decisions faster

Business professionals navigate directly to the

relevant facts they need to make valuable decisions.

Uncover hidden risks Connect entities, facts and

events. Get the big picture of the relationships between persons or organizations

mentioned in various pieces of content.

Minimize costs and efforts

Accelerate and automate content upload and analysis to optimize manual processes.

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ABBYY Smart Classifier

© ABBYY Confidential

Put your unstructured content into order with professional language-based classification.

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Business Challenges

• Lack of control over Big Content • Inefficient manual processes • Delays in business processes • Lack of expertise to set up classification

workflow • Poor information governance and compliance

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ABBYY Smart Classifier

• Professional content classification that doesn’t require any specific knowledge

• Accurately puts unstructured content in order

• Quickly sorts document archives or routes emails and customer requests according to both statistic and semantic analysis of content

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Smart Classifier: FeaturesAuto-classification of content

Model editor UI – no specific knowledge required

Automatic algorithm optimization

Combination of statistical and semantic analysis for precise classification of unstructured data. Understands the exact meaning of words to increase categorization accuracy.

UI, accessible for any business user - to easily and quickly create and tune classification model.

39 languages for classificationAutomatic language detection and document classification for all major European and Asian languages. Input formats include PDFs and scans.

Selection of the best-performing algorithm for each document set.

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Smart Classifier: Benefits

Efficient Information Governance

with category-based document routing,

archiving, search and filtering

Enhanced compliance

with data retention

policies and data confidentiality

control

Faster customer service

by automating responses to

customer requests

Acceleration of document processing workflows with automatic

routing of documents or

emails

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ABBYY Compreno Use Cases

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Contract Management

• Use Case: Mass contract ingestion• Document Type: Contract • Customer: ISVs, Service Providers • Benefit: Extend service offering & increase

revenues • ABBYY Product: Smart Classifier, InfoExtractor

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Customer On-Boarding

• Use Case: Capture & upload company information at point of entry into the bank’s scoring system to automate account opening

• Document Type: Statutory documents, contracts • Customer: Banks • Benefit: Accelerate document processing • ABBYY Product: InfoExtractor

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Applicant Tracking

• Use Case: Tag and upload CVs to improve search • Document Type: CV • Customer: HR departments • Benefit: Minimize resources required to process all the

necessary CVs • ABBYY Product: InfoExtractor

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Credit Risk Mitigation

• Use Case: Decision on providing loans. Check various sources of information on potential loan customers.

• Document Type: Contracts, statutory documents, court decisions

• Customer: Banks • Benefit: Accelerate document processing • ABBYY Product: InfoExtractor

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Customer Request Processing

• Use Case: Timely and accurate routing of customer requests

• Document Type: Customer Requests • Customer: Government organizations & Enterprises • Benefit: Minimize response time, improve

compliance, raise customer satisfaction• ABBYY Product: Smart Classifier

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THANK YOU


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