Description
Almug is an AI-driven data and technology company focused on capital markets, applying natural language processing and deep learning to financial research, analysis, and decision-support problems. It describes itself as a customer-centric AI partner for financial data and solution needs, built with deep domain expertise in capital markets and continuous monitoring of its own machine-learning models rather than a set-and-forget approach. It groups its offering into three named products under one company: Factstream, Alphastream, and Xtrakt.
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Factstream delivers company fundamentals data, as-reported and normalized, sourced from SEC and other regulatory filings, company websites, stock exchanges, and newswires. It emphasizes near-time delivery, a point-in-time dataset with deep history, confidence-level indicators on extracted figures, and integration via API, database dump, or Excel; Almug states it is used by top financial institutions and high-yield research firms globally.
Alphastream tracks market-moving events in real time, turning news from company sites, exchanges, newswires, and social media into machine-readable records with a sentiment score and a business-impact score, covering more than 60 categories of market-moving events. It filters noise from raw sources through novelty detection and deduplication, and Almug reports more than 90% precision and recall on its information extraction, with private data-source integration and multilingual content handling; it's used, per Almug, by top European investment banks and hedge funds.
Xtrakt is a platform-as-a-service layer built on the same NLP and machine-learning engine, aimed at unstructured data management and decision support. Listed applications include predictive analytics such as credit scoring and cash-flow prediction, taxonomy mapping of fundamentals and bond documents to a client's own taxonomy, automated email-report generation, bond-covenant classification and summarization, and legal-document risk assessment that compares contractual terms against standards.
Almug reports processing more than 50 million documents across more than 20,000 data sources. Its customers are financial institutions, investment banks, hedge funds, asset managers, and financial regulators, rather than individual investors, and access to its products is arranged directly through its sales team rather than self-serve signup.
- CategoryFinancial Analysis Tools
- Pricing ModelContact sales
- DeploymentCloud
- PlatformsWeb
Almug's Core Features
Factstream: as-reported and normalized company fundamentals with confidence-level indicators
Point-in-time fundamentals dataset with deep historical coverage
API, database-dump, and Excel integration for data delivery
Alphastream: real-time market-moving event tracking with sentiment and business-impact scores
Novelty detection and deduplication to filter noise from raw news sources
Xtrakt: unstructured data management platform (PaaS) for custom decision-support solutions
Credit scoring and cash-flow prediction using deep learning and statistical models
Bond-covenant and legal-document extraction with contractual risk comparison
AI-driven taxonomy mapping of financial documents to a client's taxonomy
Multilingual data handling across all three products
How to use Almug?
Explore the products: review Factstream, Alphastream, and Xtrakt to see which fits your data need.
Request a demo: use the Request Demo option on the site to see a product in action.
Discuss your data sources: share the filings, feeds, or documents you need mapped or extracted.
Get case-study details: contact [email protected] for details or case studies on a specific product.
Integrate: receive data through API, database dump, or Excel once onboarded.
Almug's Use Cases
- Company fundamentals research
- Real-time market event monitoring
- Custom unstructured-data pipelines
- Bond and legal document risk review
