TruAI Text
Derive intelligence from unstructured and structured text
AN ARTIFICIAL INTELLIGENCE AND COGNITIVE SCIENCES PLATFORM
Datamatics TruAI Text uses Artificial Intelligence/Machine Learning (AI/ML), Natural Language Processing, and Statistical Techniques to analyze humongous amounts of data to derive intelligence. The TruAI Text engine is useful in data-intensive industries, such as Banking, Financial Services, and Insurance, for automating their core processes.
Features
CLUSTERING
Group different data points in specific clusters with similarities. Segment customers, cluster search results, group images, etc.
WORD EMBEDDING
Capture semantic and contextual meanings to build vocabulary and synonyms library. Create AI/ML models unique to your business processes. Generate recommendations.
NAMED ENTITY RECOGNITION
Detect entities and contextual references from the text. Create new categories through self-learning and exception handling.
CLASSIFICATION
Use supervised learning to categorize and classify big data, files, and documents within fraction of the time required for manual handling. Learn about new patterns and categories.
DOCUMENT SCRUTINY
Scrutinize documents within a stack and eliminate gaps. Reduce document scrutiny time from hours to seconds.
TOPIC/FEATURE EXTRACTION
Identify and extract the key concerns from customer email, feedback, blogs, social media tweets, etc., for gaining customer-related insights.
SUMMARIZATION
Summarize lengthy documents and create executive summaries for attaching to agreements, contracts, NDAs, sales deeds, project documentation, etc. Use summaries for easy search and retrieval of documents.
SEMANTIC SEARCH
Use AI/ML semantic searches to improve search accuracy through contextual inferences. Understand user intent through AI/ML contextual analysis of user queries.
COGNITIVE CAPTURE
Intelligently capture information from free text or unstructured text, including lengthy documents, reports, customer email, scanned reports, forms, etc.
OCR/ICR
Digitize information assets in free text paper-format and extract required information for downstream processing.
TRANSLATION
Perform AI/ML-enabled semantic translations. Conduct multi-lingual text mining.
RELATION EXTRACTION
Extract semantic relations from text with business-specific NLP powered models.
QUESTION ANSWERING
Build virtual assistants and chatbots for answering questions.
TEXT GENERATION
Automatically generate text in natural language to fufill communication requirements and answer user questions.
EMOTION ANALYSIS
Identify nine different types of emotions in a text document, customer communication, social media tweets, audio-video files, etc.
SENTIMENT ANALYSIS
Analyze social media comments and customer satisfaction based on AI/ML powered models.
Benefits
Read the white paper about how IA is a direct function of People-Process-Technology integration and why it is an essential aspect while envisaging expansion in dynamic business environments.
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The client wanted to decide on competitive pricing for all their products and get smart insights into future trends with respect to competitor pricing.
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The demo shows how the application powered by Datamatics TruAI (Artificial Intelligence engine) extracts relevant, key information from any type of document. This auto-summarization can be strategically used in different places, right from metadata to executive summaries.
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