How We Turn Noise Into Knowledge
Data becomes valuable when it’s understood in context. That’s why svEye™ processes information in carefully designed layers – each one adding new depth, new connections, and new clarity.
From identifying the right companies and commodities, through linking them to real-world events, to building a living knowledge graph of global supply chains – every stage transforms raw text into meaningful insight you can act on.
Integrate Data Seamlessly Into Your Workflow
svEye™ adapts to the way you work. Export insights as JSON or CSV through our API, connect to any major cloud storage platform, or simply download files with a click. For instant visualization, embed interactive graphs directly from the svEye™ application into your dashboards and reports. Whether you’re building custom analytics, enhancing ERP systems, or sharing quick updates with your team, integration is fast, flexible, and effortless.
A Global Network of Trusted Sources
svEye™ scans millions of documents daily, pulling from a diverse range of sources to ensure no critical signal is missed. From breaking news, niche blogs, and regulatory filings to sanction lists, customs records, business registries, and selected social media channels – our coverage spans the open web in multiple languages. This breadth allows you to capture early signals from local outlets just as easily as from global financial reports.
Ongoing alerting
or historical archive
Stay ahead with continuous monitoring — svEye™ refreshes data every hour, scanning millions of new documents daily. And when you need to look back, our archive reaches deep into the past, uncovering signals and trends as far back as 2015.
Level One
of processed data
Every insight starts with knowing who and what the data is really about. At the first level, svEye™ scans millions of documents and accurately identifies the key players: companies, commodities, industries, and locations.
Instead of drowning in unstructured text, you immediately see the entities that matter — organized into a clear taxonomy and enriched with intensity scores that show how relevant each mention is. This foundation turns raw information into something searchable, comparable, and ready for deeper analysis.
For example, a short article in a local newspaper might report that a factory in Vietnam is shutting down for repairs. svEye™ instantly tags the company, location, and industry involved — so you don’t just see “another article,” but a potential signal about your supply chain.
Level Two: Connecting Entities to Events
Knowing the players is only the beginning. The next step is to connect them with what’s actually happening. At Level Two, svEye™ links companies, industries, commodities, and locations directly to events mentioned in global media.
This transforms raw mentions into timely signals: a labor strike tied to a supplier, a flood mapped to an industrial zone, or a new regulation impacting an entire sector. Because each event is tied to the right entities, you don’t just see news — you see business relevance.
By filtering out background noise and focusing on current, actionable developments, Linked Events become the building blocks for early-warning alerts and deeper analysis.
Level Three: Seeing the Bigger Picture
Linked Events are aggregated into Real World Events (RWEs) — sequences that have duration rather than being isolated, point-in-time mentions. This makes them especially valuable for preparing summaries, extracting insights, and conducting time-series analysis.RWEs are designed not only for human interpretation but also for machine learning applications.
They provide structured, contextualized data that can be fed into models to detect patterns, correlations, or dependencies across domains. For example, RWEs can be aligned with commodity futures prices or stock market data to uncover relationships between geopolitical events and market movements.
Level Four: Mapping the Connections
Risks don’t exist in isolation – they spread through relationships. At Level Four, svEye™ builds a dynamic Knowledge Graph that connects companies, commodities, locations, and industries into a living network.The system recognizes when two names mean the same company, expands holding structures to include parent and subsidiary entities, and links suppliers to vendors. It even connects events indirectly – for instance, a flood tied to a location is automatically linked to the factories and companies operating there.
What comes together in the Knowledge Graph:
Companies (with holding structures, parents, subsidiaries)
Commodities & HS codes
Industries
Locations (factories, ports, facilities)
Events (natural disasters, financial changes, regulations, labor strikes)
Vendor–supplier relationships across multiple supply chain tiers
And because every business is unique, svEye™ can also integrate custom datasets — making the graph reflect not only global connections, but also your own supplier tiers and critical partners.
For example: during floods in Thailand, svEye™ linked the event to affected industrial zones, identified local suppliers, and mapped the ripple effect on European electronics manufacturers – weeks before shortages appeared in global markets.
Level Five
of processed data
Data only creates value when you can work with it. At the fifth level, svEye™ delivers intelligence through interactive dashboards, advanced analytics, and a built-in conversational AI.
Instead of combing through endless reports, you get instant visibility: real-time monitoring of your entire supplier base, historical lookbacks to 2015, and tailored alerts that surface the signals most critical to your business.
Ask questions in natural language — “Which of my Tier 2 suppliers were hit by regulatory fines last year?” — and get clear, source-backed answers.
This is where millions of signals become a decision-making advantage, empowering you to act with speed and confidence.
This is how svEye™ transforms overwhelming data into foresight: helping you see risks before they escalate, protect your supply chains, your operations and move faster than disruption.
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.
