Lymba
Insurance is driven to get the right rate and to manage risk. In this competitive environment, alleviating areas of manual intervention are critical to separate ourselves from peers in the industry. Large staffs are required to search through, read, organize, analyze and distribute information for underwriting and support purposes. Much of the data is text-centric and unstructured needing manual review. Scaling generally entails hiring more people or outsourcing. Complaints must be filtered and registered according to topic and level of severity. Automotive companies gather these complaints in multiple ways, including emails, comments, forms, etc. Lymba’s Underwriting and Support NLP solution streamlines the text-centric bottlenecks by transforming the data into actionable knowledge; this saves time and resources by populating an initial review.
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Openindex
Openindex is a web data and search solutions platform that helps organizations collect, extract, crawl, analyze, and integrate information from the internet or internal sources into applications, research workflows, or search experiences; its core offerings include data extraction tools that automatically gather and parse web content, detecting languages, main text, images, prices, and structured elements, and support for entity extraction to identify people, companies, locations, and other named entities from text or documents via API or demos, enabling automated text intelligence without manual work. Openindex’s data crawling and scraping services use enhanced web spiders and customized software to index and traverse sites at scale, avoid spider traps, and harvest specific datasets for research, market analysis, competitive insights, and data feeds ready for integration into systems.
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Nirveda Cognition
Make Smarter, Faster & More Informed Decisions. Enterprise Document Intelligence Platform to turn data into Actionable Insights. Our versatile platform uses cognitive Machine Learning and Natural Language Processing algorithms to automatically classify, extract, enrich, and integrate relevant, timely, and accurate information from your documents. The solution is delivered as a service to lower the cost of ownership and accelerate time to value. How It Works. CLASSIFY. Ingest structured, semi-structured, or unstructured documents. Identify and classify documents based on semantic understanding of language and visual cues. Extract. Extracts words, short phrases, and sections of text from printed, handwritten, and tabular data. Detects the presence of a signature or page annotation. Easily review and make corrections to the extracted data. AI uses human corrections to learn and improve. Enrich. Customizable data verification, validation, standardization and normalization.
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Google Cloud Natural Language API
Get insightful text analysis with machine learning that extracts, analyzes, and stores text. Train high-quality machine learning custom models without a single line of code with AutoML. Apply natural language understanding (NLU) to apps with Natural Language API. Use entity analysis to find and label fields within a document, including emails, chat, and social media, and then sentiment analysis to understand customer opinions to find actionable product and UX insights. Natural Language with speech-to-text API extracts insights from audio. Vision API adds optical character recognition (OCR) for scanned docs. Translation API understands sentiments in multiple languages. Use custom entity extraction to identify domain-specific entities within documents, many of which don’t appear in standard language models, without having to spend time or money on manual analysis. Train your own high-quality machine learning custom models to classify, extract, and detect sentiment.
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