Skip to main content
graph.swiss

Journalism & NGOs

For investigative journalists, NGOs, and public accountability organisations

Network investigation with multi-hop graph traversal, source verification with AI OCR and NER, and historical research in SHAB publications. Thanks to our modular architecture, we deliver custom solutions and data feeds with unprecedented efficiency. From initial scoping to production deployment in weeks, not months.

Industry Challenges We Solve

Corporate network investigations require manually tracing ownership chains across cantonal registries with no unified search

Source verification for corporate claims is extremely time-consuming. Gazette publications span multiple languages and formats

OSINT research requires accessing deep-web sources, leaked databases, and intelligence feeds that are fragmented across platforms

Historical investigations into corporate structures need access to archived gazette publications that are not digitally searchable

Journalism intelligence dashboard
Documents and leaks corpus with OCR and entity cross-referencing

Enterprise Solutions

Each module is independently deployable. Our modular architecture means you pay only for what you use and scale from a single data feed to a full deployment.

Network Investigation

Multi-hop graph traversal through SmartGraph revealing hidden corporate connections: shared directors, circular ownership, shell company patterns, and cross-border structures.

Source Verification Engine

Every claim traceable to original gazette images. AI OCR and NER extraction from multilingual SHAB publications with direct links to source documents.

OSINT Enrichment

Deep-web monitoring, breach database cross-referencing, and public intelligence source aggregation. Comprehensive entity profiles from open sources.

Historical Research Archive

Digitised Swiss Official Gazette publications searchable by company, person, date, location, and event type. Original source images alongside AI-extracted structured data.

Pre-Built AI Agents

General-purpose AI models working to a brief written for Journalism workflows, deployable out of the box or adapted to your processes.

AI

Investigation Agent

Follow-the-money analysis tracing financial flows through corporate structures. Identifies shell companies, circular ownership patterns, and the officers and quotaholders on record behind them.

AI

Source Verification Agent

Cross-references claims against original gazette publications, commercial registry extracts, and public databases. Produces verified fact sheets with source citations.

AI

OSINT Research Agent

Aggregates intelligence from public sources, deep-web databases, social media, and leaked records. Builds comprehensive entity profiles with risk indicators.

AI

Historical Research Agent

Searches gazette archives for corporate events, ownership changes, and regulatory actions. Constructs historical timelines with original source links.

Journalism SmartGraph network analysis

Key Capabilities

Multi-Hop Graph Traversal

Trace connections across unlimited depth through corporate ownership and board interlock networks.

Original Source Verification

Every finding linked to original gazette images with AI OCR and NER extraction provenance.

OSINT Monitoring

Deep-web and dark-web monitoring with breach database cross-referencing.

Historical Archive

Complete digitised SHAB gazette searchable across companies, people, dates, and events.

Shell Company Detection

Pattern analysis identifying circular ownership, nominee directors, and dormant entities.

Multilingual NER

Named entity extraction across German, French, Italian, and English corporate filings.

Enterprise Security & Compliance

Every enterprise deployment includes our full security stack. No add-ons, no hidden fees.

Data Handling

Uploaded documents are stored against your account and removed when you delete them. Chat sessions are retained upstream. Prompts reach third-party models via OpenRouter and Google Gemini.

ISO 27001:2022 Certified

Certified information security management, plus GDPR and Swiss nDSG compliance. Encryption in transit and at rest, and an audit log of every document read and deletion.

On-Premise Available

Deploy the full platform within your own infrastructure for complete data sovereignty.

Data Residency

All processing is subject to the Swiss nDSG and the GDPR, with EU standard contractual clauses where they apply.

Configurable Agents

General-purpose models directed by a written brief that we adapt per deployment. No fine-tuning and no custom-trained models.

SSO & API Keys

OIDC single sign-on with Okta and Microsoft Entra, including just-in-time provisioning. API access is part of the Enterprise plan, and integrations and data feeds are set up together with our team.

Ready to Transform Your Journalism Workflow?

Our modular architecture means we can have your custom Journalism platform configured and running in weeks. Talk to our enterprise team to scope your deployment.

Journalism & NGOs | Swiss Graph