Everything You Need for Data Intelligence
From free company lookups to AI-powered deep analysis — tools built for investors, business owners and researchers.
Enterprise Intelligence by Industry
Pre-built AI agents, custom data configurations, and industry-specific workflows — tailored for regulated and data-intensive environments.
Banking & Wealth Management
KYC/KYB automation with our ChatOnboarding, Source of Wealth verification, beneficial ownership resolution, and continuous client monitoring for private banks, retail banks, wealth managers, and family offices.
Uses: AI Chat, SmartGraph, Creditreform
Insurance
Underwriting intelligence, claims investigation with network-based fraud detection, portfolio monitoring, and regulatory compliance for property, casualty, and specialty insurers.
Uses: SmartGraph, AI Chat, SHAB NER Engine, Watchlist
Compliance, Legal & Audit
AML/KYC due diligence, corporate genealogy across 140+ years of SHAB, OSINT enrichment, beneficial ownership resolution, and audit evidence chains with original gazette sources.
Uses: SmartGraph, AI Chat, Creditreform
Government & Public Sector
Economic analysis and audit across federal, cantonal, and municipal levels, public procurement intelligence with SIMAP integration, and on-premise deployment with full data sovereignty.
Uses: Swiss Dashboard, SmartGraph, AI Chat, SHAB NER Engine
Private Equity & VC
Deal sourcing across all global markets, automated DD packages, portfolio monitoring, competitive landscape mapping, and comparable company analysis with financial market data.
Uses: Company Search, SmartGraph, Creditreform, Financial Markets
Journalism & NGOs
Network investigation with multi-hop graph traversal, source verification with AI OCR and NER, 140+ years of historical research, and OSINT enrichment for investigative reporting and public accountability.
Uses: SmartGraph, SHAB NER Engine, AI Chat
Corporate Strategy & Market Intelligence
Market entry analysis, competitor monitoring with automated change alerts, c-suite intelligence mapping, M&A target screening, and sector analysis across all global markets.
Uses: Company Search, Swiss Dashboard, SmartGraph, AI Chat
Investment Management & Trading
AI-powered equity research across 156K+ securities, real-time technical analysis, earnings tracking, and corporate event signals for asset managers, hedge funds, trading desks, and family offices with Global market exposure.
Uses: Stocks, AI Chat, SmartGraph, Internet Search
GraphRAG — Where Knowledge Graphs Meet AI
Our proprietary technology combines structured corporate data with graph-based retrieval-augmented generation for context-aware, relationship-driven intelligence.
GraphRAG Architecture
Retrieval-Augmented Generation enhanced with graph traversal for multi-hop reasoning across entity relationships.
Neo4j Knowledge Graph
Millions of nodes and hundreds of millions of relationships connecting companies, people, and events.
140+ Years of Data
Proprietary OCR processing of historical gazette archives spanning back to 1883.
Real-time Updates
Continuous ingestion from official registries with sub-24-hour latency on new filings.
Multilingual NER
LLM-based Named Entity Recognition across German, French, Italian, and English corporate records.
Dive Deeper into Our Technology
GraphRAG, Neo4j knowledge graph, multi-source enrichment, and specialised AI agents — see how it all fits together to deliver intelligence with provenance.
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World Graph
The Global Data Backbone Behind Swiss Graph
All stock data, decision-maker profiles, enrichments, and cross-border connections flow from World Graph — the most extensive data-intelligence platform covering every asset type and global market.
Assets
156K+
96 exchanges
Companies
220M+
Global coverage
Decision Makers
315M+
Global reach
Data Points
50B+
Updated daily