AI-powered content, context & sentiment analysis platform

What we do

Actionable insights to
grow your business

Semantic Visions harnesses a decade’s worth of curated, time-stamped data gathered from over 1.9 million OSINT sources to provide actionable insights for businesses. By leveraging AI and NLP to analyze vast quantities of multilingual text and graph-based technology to map complex relationships, Semantic Visions empowers clients with predictive analytics, risk mitigation, and opportunity-based decision-making across industries and supply chains.

What makes us different

Functionality
Archive & Alerts
Entity resolution
Event-entity precision
Factual grounding
Scalability / Entities monitored
Graph DB & multi-tier linking
Language / context understanding
Data source coverage
Actionability
Semantic Visions
Since 2015, hourly alerts
ML-based, natively cross-lingual
Understanding who is who in a lawsuit level of precision
Structured, timestamped, verifiable data sources
Unlimited
Full support, supply chain context, cross-entity, entity context
Native, cross-lingual
Global, diverse types
Machine-readable API, GPT-like UX
Media Monitoring
Usually few years back, daily
Keyword matching
No linking, only co-occurrence
Unstructured, noisy
10–100
Not supported
Machine translation or none
Media focused only, usually local or shallow reach
Human summaries from noisy data
LLMs
Usually top few hits shown
LLM-based, limited structure
Understanding who is who in a lawsuit level of precision
Hallucination risk
10s, context-limited
Not supported
Native, cross-lingual
Global, but hard to trace
Human readable summaries, advanced integration with MCP
Other OSINT Vendors
Few years back or no archive
Often keyword-based, ML/LLM at best
Unclear links, partial context
Semi-structured, limited traceability
Thousands
Limited or use-case only
Machine translation or LLM wrapper
Focused, narrow coverage
Limited APIs or human interface only
Semantic
Visions
Media
Monitoring
LLMs
Other OSINT
Vendors
Archive & Alerts
Since 2015, hourly alerts
Usually few years back, daily
Usually top few hits shown
Few years back or no archive
Entity resolution
ML-based, natively cross-lingual
Keyword matching
LLM-based, limited structure
Often keyword-based, ML/LLM at best
Event-entity precision
ML-based, natively cross-lingual
No linking, only co-occurrence
Understanding who is who in a lawsuit level of precision
Unclear links, partial context
Factual grounding
Understanding who is who in a lawsuit level of precision
Unstructured, noisy
Hallucination risk
Semi-structured, limited traceability
Scalability / Entities monitored
Unlimited
10–100
10s, context-limited
Thousands
Graph DB & multi-tier linking
Full support, supply chain context,cross-entity, entity context
Not supported
Not supported
Limited or use-case only
Language / context understanding
Native, cross-lingual
Machine translation or none
Native, cross-lingual
Machine translation or LLM wrapper
Data source coverage
Global, diverse types
Media focused only, usually local or shallow reach
Global, but hard to trace
Focused, narrow coverage
Actionability
Machine-readable API, GPT-like UX
Human summaries from noisy data
Human readable summaries, advanced integration with MCP
Limited APIs or human interface only
Data Collection

Real-time data from anywhere

Semantic Visions collects and analyzes unstructured data from global open sources across 20+ industries. Whether it's supply chain disruption in automotive or ESG risks in food & beverage, our platform delivers timely, high-quality insights that drive strategic decisions.

Borderless processing

Multi Language Processing

Our technology captures and analyzes real-time open-source data in 12 languages, enriched with semantic entity expansion and corporate structure mapping. This multilingual and enriched approach ensures no critical signal is missed, significantly boosting precision regardless of location or language.

Global reach

Multi-tier supply chain mapping

Multi-tier Supply Chain Mapping enables you to uncover hidden risks and identify key suppliers across every level of your supply chain. Leveraging advanced data analytics and artificial intelligence, you receive real-time insights that allow you to proactively manage vulnerabilities and ensure the long-term resilience of your supply network.

Historical Archive Screening

Covering up to 10 years of data for client defined event types.

Near real-time monitoring

Alerts generated every hour for companies, industries, commodities and locations.

How it works

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.

Learn more about the process

How it works

Source Analysis

Performs automated source discovery, classification, ranking and evaluates their value.

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.

Deliver - Dataset Delivery,
Automated Visualization and Reporting

Deliver Highly Accurate, Structured event-based scenarios with seamless
integration utilizing tailored API delivery methods.

svEye™ app

Covering five years of data for client defined event types.

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 results

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.

Insights

View of Amsterdam with canals, historic buildings, and bridges, host city of the AI & Big Data Expo Europe 2025.

Semantic Visions at AI & Big data expo Europe 2025: Turning signals into strategy

Semantic Visions

Semantic Visions Enters New Chapter with Full Backing from Behind Investments

A panoramic view of Maryland’s National Harbor waterfront, location of the 2025 Intelligence and National Security Summit.

Semantic Visions at INSS 2025: Elevating OSINT in national security

Map Your Competiton
or Monitor Your Supply Chain

Contact us to get a customized competitive analysis tailored to your industry and specific business needs or discover other tiers of your supply chain. Let us help you stay ahead in the market.

Discover our White Papers

Dive into comprehensive research papers and thought leadership on global trends, risk management, and innovative solutions for your industry.

See Everything. 
Focus on What Matters.

svEye™ filters the noise to uncover meaningful patterns and insights. Gain clarity, stay informed, and drive smarter decisions with a comprehensive overview.