Modular RAG for every Swiss industry.

SovraRAG’s modules — hybrid retrieval, knowledge graph, agentic reasoning, encryption, access control — compose differently for every sector. Here is what that looks like across Switzerland’s economy.

Banking Insurance Pharma Healthcare Legal Manufacturing Watchmaking Commodities Public Sector Research

Banking & Private Wealth

Switzerland manages a quarter of the world’s cross-border wealth — under some of its strictest rules. SovraRAG gives banks, private banks and external asset managers an AI analyst that respects banking secrecy by construction: data never leaves Switzerland, every answer carries citations, and every query is logged for the auditor.

GraphRAGAgentic reasoningAccess controlAudit logOperator-blind encryption

Insurance & Reinsurance

From Zurich’s global insurers to specialised reinsurers, the industry runs on wordings, treaties and claims files that span decades and languages. SovraRAG reads them all — and answers with the exact clause.

Hybrid retrievalGraphRAGMultilingualDocument intelligence

Pharma & Life Sciences

Basel’s life-science cluster produces mountains of regulated documentation: SOPs, dossiers, lab reports, patents. SovraRAG’s knowledge graph links molecules, targets, assignees and studies across your whole corpus — on infrastructure that satisfies your QA department.

Knowledge graphAgentic reasoningDocument intelligenceAudit log

Healthcare & Hospitals

Hospitals and clinics juggle clinical guidelines, internal protocols and administrative directives — often in several languages, always under strict patient-data rules. SovraRAG keeps everything on Swiss soil, encrypted per tenant.

MultilingualAccess controlOperator-blind encryptionHybrid retrieval

Manufacturing & Precision Engineering

The MEM industries are Switzerland’s largest industrial employer. Their knowledge lives in manuals, norms, drawings annotations and the heads of veteran engineers. SovraRAG turns that documentation into a service asset.

Document intelligenceHybrid retrievalMultilingualKnowledge graph

Watchmaking & Luxury Goods

Swiss watchmaking runs on heritage archives, supplier networks and fiercely protected IP. SovraRAG keeps designs and supplier terms operator-blind encrypted while making a century of documentation searchable.

Operator-blind encryptionKnowledge graphDocument intelligenceAccess control

Commodities Trading

Geneva and Zug are among the world’s largest commodity-trading hubs. Desks handle charter parties, off-take agreements, inspection certificates and sanctions updates around the clock — SovraRAG answers from all of them at once.

Agentic reasoningGraphRAGHybrid retrievalAudit log

Public Sector & Administration

Federal, cantonal and communal administrations work in three-plus languages across laws, ordinances, minutes and citizen correspondence. A sovereign Swiss platform is not a preference here — it’s a requirement.

MultilingualHybrid retrievalAudit logOperator-blind encryption

Education & Research

Switzerland’s universities, ETH domain institutes and research groups manage grant rules, ethics dossiers and fast-moving literature. SovraRAG connects them — and keeps unpublished research on Swiss servers.

Knowledge graphAgentic reasoningMultilingualHybrid retrieval

Don’t see your industry?

The engine is modular — if your business runs on documents, we can configure it for you. Tell us about your corpus and constraints.