Approach and Technology
Intro Beyond Sentiment
Customers are looking to leverage data to solve challenges and enhance decision making – however the analysis of vast quantities of available data is complex and time-consuming. Semantic Visions bridges this gap to timely operational insights utilizing our refined data service offerings to provide clients with an effective focus aimed at timely and accurate decision making aimed at delivering precision data and insights and enhancing risk management technologies.
Our data archive contains 10 years of time-stamped events linked to millions of entities including suppliers, commodities and geolocations. This data is gathered and curated from over 1.5 million OSINT sources. It is cleansed and enriched to tackle client-specific challenges and structured into scenarios that are easy to ingest and interpret.
Semantic Visions provides data-driven products and services across industries, companies, commodities, and more.
- Provides enriched data for predictive analytics, enabling risk- and opportunity-based decision-making.
- Utilizes NLP to analyze textual data from over 650 recurring global events.
- Employs AI-based technologies to enrich, manage, and correlate data, offering precise insights for risk and opportunity decisions.
- Supports multi-tier relationship mapping capabilities.
- Leverages graph technology to detect and manage complex relationships, and to analyze and mitigate supply chain and other relevant business risks.
Our commitment is to deliver high value data and insights for:
Data Collection
3 billion analysis-ready curated and enriched data objects in our 10-year archive. Our global reach spans IP addresses in over 95 countries, giving customers access to localized perspectives, insights, and intelligence worldwide. Continuously refreshed data sets!
Data Collections | Industries
Multi Language Processing
Average number of sources by language
Enrich & Control, Correlate & Score –
Artificial Intelligence and Machine Learning
Filter and Match
Entity and location extraction utilizing AI-driven Named Entity Recognition (NER), based on identified entities in scope.
Enrich and Control
Event type definition and extraction utilizing AI-driven Natural Language Processing (NLP). Perform QA to ensure data integrity & eliminate risk of gaps, duplications, ambiguity and more.
Correlate and Score
Correlation of entities with event types utilizing AI-driven proprietary technology (LEELA) and further refinement using Large Language Modeling (LLM) and Victim/Aggressor Recognition.
Sources
At Semantic Visions, we monitor a wide range of sources in 12 languages, including mainstream news, industry news, local news, regulatory sites, and blogs. This comprehensive coverage ensures that we provide the most accurate and up-to-date insights for our clients.
How it works
Source Analysis
Performs automated source discovery, classification, ranking and evaluates their value.
Stellantis Battles Suppliers Leading To Plant Shutdowns And Lawsuits
Publisher: carscoop.com
Although tensions are also affecting GM and Ford, Stellantis leadership has been playing hardball with suppliers, causing some fights to spill into the courts, reports Crain’s. The Franco-Italian automaker is facing off against both Kamax, a German producer of fasteners, and McLean-Fogg Components Solutions LLC, which makes pinions and gears for transmissions on Jeeps, and other vehicles.
Unable to get the money they feel they need out of Stellantis, both companies stopped shipping parts to it. In the case of Kamax, that briefly stopped production in Toledo, but a judge has since issued a temporary injunction requiring it to start delivering parts again.
Stellantis’ first attempt to force MacLean-Foggto resume shipments has been denied by a different judge, though. That means that its Kokomo transmission plant will not be receiving important parts until at least April 17 — when the next hearing is scheduled — unless both parties can hash out a deal on their own.
Natural Language Processing (NLP)
Mimics how the human brain reads text by extracting events, entities, topics, sentiment and themes.
Custom AI Models
Corrects the entity to the event and analyzes hundreds of signals to calculate relevance for the client.
Stellantis Battles Suppliers Leading To Plant Shutdowns And Lawsuits
Publisher: carscoop.com
Although tensions are also affecting GM and Ford, Stellantis leadership has been playing hardball with suppliers, causing some fights to spill into the courts, reports Crain’s. The Franco-Italian automaker is facing off against both Kamax, a German producer of fasteners, and McLean-Fogg Components Solutions LLC, which makes pinions and gears for transmissions on Jeeps, and other vehicles.
Unable to get the money they feel they need out of Stellantis, both companies stopped shipping parts to it. In the case of Kamax, that briefly stopped production in Toledo, but a judge has since issued a temporary injunction requiring it to start delivering parts again.
Stellantis’ first attempt to force MacLean-Foggto resume shipments has been denied by a different judge, though. That means that its Kokomo transmission plant will not be receiving important parts until at least April 17 — when the next hearing is scheduled — unless both parties can hash out a deal on their own.
Event Categorization
Our system categorizes events into various types and interprets their meanings. This involves classifying events such as mergers, acquisitions, regulatory changes, and market movements. By categorizing and understanding the significance of these events, Semantic Visions helps businesses grasp the broader context and potential impacts on their operations and strategies. This detailed event categorization ensures that clients can prioritize and respond to the most critical developments in their industry.
Historical Archive Screening
Covering five years of data for client defined event types.
Near real-time monitoring
Alerts generated every hour for 10 milion companies.
Deliver - Dataset Delivery,
Automated Visualization and Reporting
Deliver Highly Accurate, Structured event-based scenarios with seamless
integration utilizing tailored API delivery methods.
Interactive Client
Dashboards
Tailored Data Feeds
Analytics and Reports
Integrations
We deliver an average of 266,000 highly accurate, structured event-based daily scenarios through tailored data feeds, utilizing major cloud storage providers. Our service includes datasets, automated visualization, and reporting, all tailored to fit your unique ecosystem. Enjoy seamless integration and precise insights with our comprehensive solutions.
We ensure you get unmatched
Accuracy
Over 95% accuracy of alerts ensure.
Breadth and Depth
Depth of source coverage and breadth of risk domain coverage.
Scale
Ability to monitor millions of entities of interest without compromise.
Precision and Consistency
Deliver consistent data to allow training of AI models and predictive analytics.
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