Kensho NERD is an advanced machine learning system designed to extract and link entities—such as companies, people, organizations, events, and places—from unstructured text. By connecting these entities to comprehensive databases like S&P Capital IQ and Wikimedia, NERD transforms raw text into structured, actionable insights, enhancing research capabilities and decision-making processes. Key Features and Functionality: - Entity Recognition and Disambiguation: Accurately identifies entities within text and resolves ambiguities, including abbreviations, acronyms, aliases, and historical names. - Database Integration: Links recognized entities to S&P Capital IQ and Wikimedia databases, providing enriched context and deeper insights. - Context-Aware Processing: Utilizes surrounding text to enhance entity disambiguation, improving accuracy in complex documents. - API Accessibility: Offers a REST API for seamless integration into various workflows, supporting both real-time and batch processing. - Scalability: Capable of processing millions of pages daily, suitable for enterprise-scale operations. Primary Value and Problem Solved: NERD addresses the challenge of deriving meaningful insights from vast amounts of unstructured text data. By automating the identification and linking of entities, it streamlines manual workflows, enhances data discoverability, and empowers organizations to make informed decisions based on comprehensive, structured information.
Kensho Extract is an advanced machine learning tool designed to automate the extraction of text, tables, and key-value pairs from unstructured documents. By transforming complex documents into structured, machine-readable formats, Extract streamlines data processing and analysis, significantly reducing manual effort and enhancing efficiency. Key Features and Functionality: - Automated Text Extraction: Efficiently converts unstructured text into structured data, facilitating easier analysis and integration. - Table Recognition and Extraction: Identifies and extracts tabular data, preserving the original structure for accurate data representation. - Key-Value Pair Identification: Detects and extracts key-value pairs, enabling quick access to critical information within documents. - Machine Learning Integration: Utilizes advanced ML algorithms to improve extraction accuracy and adapt to various document formats. Primary Value and User Solutions: Kensho Extract addresses the challenges associated with processing large volumes of unstructured documents by automating the extraction of essential data elements. This automation reduces the time and resources required for manual data entry, minimizes errors, and enhances the overall efficiency of data management processes. Users can seamlessly integrate extracted data into their proprietary databases, perform comprehensive analyses, and make informed decisions based on accurate and timely information.
Kensho Scribe is an advanced speech-to-text solution designed to deliver accurate and efficient transcriptions, even from complex, real-world audio. Tailored for industries such as business and finance, Scribe effectively handles challenges like accented speech, multiple speakers, industry-specific jargon, and nuanced language elements including mumbling and self-corrections. Key Features and Functionality: - Scribe HITL (Human-in-the-Loop: Combines automated transcription with professional human review, ensuring over 99% accuracy. This service is ideal for processing large volumes of audio swiftly, leveraging a team of trained transcriptionists specialized in industry-specific vocabulary. - Scribe AI: Utilizes sophisticated deep learning models to automatically transcribe audio into human- and machine-readable text. It adeptly manages business audio complexities, including industry jargon, accents, numbers, currencies, and product names, achieving approximately 95% accuracy. - Comprehensive Audio Handling: Scribe is optimized to process various audio challenges, such as heavily accented speech, multiple speakers (with speaker diarization, and the subtleties of spoken language, including filler words and self-corrections. - Extensive Training Data: Trained on over 100,000 hours of high-quality, domain-specific audio and corresponding transcripts, ensuring robust performance across diverse scenarios. Primary Value and User Solutions: Kensho Scribe addresses the critical need for accurate and efficient transcription services in sectors dealing with substantial audio data. By providing both automated and human-reviewed transcription options, it ensures high accuracy and reliability, making audio content accessible and searchable. This capability is invaluable for applications such as call centers, voicemails, depositions, interviews, closed captioning, compliance, podcasts, and earnings calls. Scribe's ability to handle complex audio scenarios empowers organizations to meet regulatory obligations, enhance communication strategies, and efficiently manage large volumes of audio data.
Kensho Classify is an AI-powered solution designed to categorize and structure unstructured data, enabling organizations to extract meaningful insights and make informed decisions. By leveraging advanced machine learning algorithms, Classify transforms raw data into organized, actionable information. Key Features and Functionality: - Automated Data Classification: Classify automatically organizes unstructured data into predefined categories, reducing manual effort and increasing efficiency. - Scalability: The solution handles large volumes of data, making it suitable for enterprises with extensive datasets. - Integration Capabilities: Classify seamlessly integrates with existing systems and workflows, ensuring a smooth implementation process. - Customizable Taxonomies: Users can define and modify classification categories to align with specific business needs. - Real-Time Processing: The system processes data in real-time, providing immediate insights and facilitating timely decision-making. Primary Value and Problem Solved: Kensho Classify addresses the challenge of managing and interpreting vast amounts of unstructured data. By automating the classification process, it reduces the time and resources required for data organization, minimizes human error, and enhances the accuracy of data-driven insights. This empowers organizations to make more informed decisions, improve operational efficiency, and gain a competitive edge in their respective industries.
Kensho Link is a machine learning service designed to map entities in your database to unique identifiers from S&P Global’s extensive company database with precision and speed. Utilizing advanced AI algorithms, Kensho Link delivers high-quality matches even when input data is incomplete or contains errors. By assigning unique IDs to each entity, it enhances the value of your data through seamless enrichment, deduplication, and synchronization, transforming raw information into actionable insights. Key Features and Functionality: - Entity Mapping: Accurately links your database entities to S&P Global’s Capital IQ database, which encompasses over 20 million companies. - Data Enrichment: Enables the augmentation of your data with comprehensive information from S&P Global’s datasets, including company fundamentals and corporate hierarchies. - Data Cleaning and Deduplication: Identifies and resolves inconsistencies and duplicates within your data, ensuring accuracy and reliability. - Flexible Input Handling: Processes various data attributes such as company names, aliases, URLs, phone numbers, addresses, and founding years to improve match quality. - Integration with BECRS: Seamlessly integrates with S&P Global Market Intelligence’s Business Entity Cross Reference Service (BECRS, providing access to a wide range of third-party identifiers and enhanced corporate hierarchy navigation. Primary Value and Problem Solved: Kensho Link addresses the challenges of managing and integrating disparate and often messy datasets by automating the entity linking process. This automation reduces manual effort, minimizes errors, and accelerates data processing times. By connecting your data to S&P Global’s authoritative identifiers, Kensho Link enhances data quality, facilitates comprehensive analysis, and supports informed decision-making. Whether for data enrichment, cleaning, or synchronization, Kensho Link empowers organizations to unlock the full potential of their data assets.
Kensho Datasets is a comprehensive collection of structured datasets designed to enhance financial and economic research. These datasets provide high-quality, curated information that supports data-driven decision-making and analysis. Key Features and Functionality: - Structured Data: Offers well-organized datasets that facilitate efficient data analysis and integration. - Financial and Economic Focus: Provides datasets specifically tailored for financial and economic research, covering various aspects of the industry. - High-Quality Curation: Ensures data accuracy and reliability through meticulous curation processes. Primary Value and User Solutions: Kensho Datasets addresses the need for reliable and structured data in the financial and economic sectors. By offering meticulously curated datasets, it empowers researchers, analysts, and decision-makers to conduct thorough analyses, develop predictive models, and make informed decisions based on accurate and comprehensive data.
Kensho Technologies LLC is an innovative analytics and knowledge platform company specializing in transforming complex data into actionable insights. Based in Cambridge, Massachusetts, Kensho leverages advanced artificial intelligence, machine learning, and data visualization techniques to provide solutions across a range of industries including finance, national security, and healthcare.Kensho’s offerings are designed to empower decision-makers by providing them with real-time, event-driven data analytics that respond to the rapidly changing landscape of global business and geopolitical events. Their tools are built to handle large volumes of unstructured data, enabling users to gain a competitive edge through predictive insights into market conditions and strategic opportunities.Kensho’s website, https://www.kensho.com/, serves as a portal for exploring their various technology solutions, providing detailed information on their products, insights into the industries they serve, company news, and career opportunities. The site emphasizes Kensho’s commitment to cutting-edge technology and dedication to improving how organizations interact with information through automation and advanced data analysis.