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


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.
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.
Source Verification Agent
Cross-references claims against original gazette publications, commercial registry extracts, and public databases. Produces verified fact sheets with source citations.
OSINT Research Agent
Aggregates intelligence from public sources, deep-web databases, social media, and leaked records. Builds comprehensive entity profiles with risk indicators.
Historical Research Agent
Searches gazette archives for corporate events, ownership changes, and regulatory actions. Constructs historical timelines with original source links.

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.