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Rag Semantic Search · Notes Knowledge

Swiss Knowledge Hub

A multi-tenant RAG platform for Swiss organisations: staff query SharePoint, OneDrive, Google Drive, Dalux and Zipro documents in plain language and get answers cited to the page, with core data in Azure Switzerland North and a choice of model.

Active GDPR compliant Free trial Subscription No public API Verified by Guidaio
Overview

What is Swiss Knowledge Hub?

Swiss Knowledge Hub (SKH) is a multi-tenant Retrieval-Augmented Generation platform published by Swiss Knowledge Hub GmbH in Liebefeld, near Bern. The company is a joint venture between three Swiss firms: apexAI, an AI agency for SMEs, WeServe, a digital agency in Bern and Zurich, and Purple Elements, a transformation, AI and marketing consultancy. Its own positioning line is blunt: a data-protection-compliant ChatGPT for Swiss companies. The problem it addresses is narrow. An organisation holds thousands of documents it will not upload to a public AI service, and its staff still spend hours hunting through them. SKH takes those documents into workspaces, extracts and chunks them, generates embeddings, and lets employees hold a conversation with that internal knowledge. The hierarchy is organisation, then workspace, then page, then file. Eight document sources are advertised as live: SharePoint, OneDrive, Google Drive, Dalux for construction plans, Zipro for pupil files, URL import, bulk upload of Office and PDF files, and audio and video through Azure Video Indexer. OCR handles scanned documents, chunking follows document structure with configurable overlap, and retrieval is hybrid, pairing semantic search with lexical BM25. Three choices set it apart. Residency: documents, database, pgvector store and standard-model inference all sit in Azure Switzerland North by default, with Pinecone, LanceDB and ChromaDB available as alternative vector stores. Model freedom: three Swiss standard models run through Azure AI Foundry — DeepSeek V3, Kimi K2.5 and Mistral Medium 2505 — while BYOK opens OpenAI, Azure OpenAI, Anthropic, Google Gemini, Mistral AI, DeepSeek, Azure DeepSeek and any OpenAI-compatible endpoint. Citations: every answer carries its source chunk, page number and a jump into the PDF, the publisher's argument being that hallucinations do not disappear, they become traceable. Access control uses RBAC with custom roles scoped to workspace, page or file, LLM scope gates per organisation, Entra ID SSO readiness and automatic mirroring of SharePoint ACLs. Security claims cover TLS 1.3 in transit, encryption at rest, AES-GCM-256 field-level encryption on personal data, per-tenant isolated databases and an audit log on every query. Availability targets 99% monthly on average, with a 99.9% SLA negotiable on Custom. Maturity is early: GraphRAG is in early beta, the MCP server in beta, and the home page counts 12,000 documents indexed in Switzerland.

What it does

  • Question your entire document base in plain language and receive the answer with its source chunk, page number and a direct jump into the PDF
  • Index SharePoint, OneDrive, Google Drive, Dalux and Zipro in one click, with incremental synchronisation
  • Pick the language model per organisation: three Swiss standard models, or your own provider through BYOK
  • Mirror SharePoint access rights automatically inside the platform, with no permissions to re-enter
  • Transcribe audio and video files through Azure Video Indexer and make them searchable
  • Connect internal tools such as Jira, GitHub or an ERP through MCP servers, with permissions granted tool by tool and group by group
  • Track every request in a chronological audit log isolated per tenant
Audience

When to use Swiss Knowledge Hub / When not to

A quick filter to help you decide if Swiss Knowledge Hub is the right fit.

When to use Swiss Knowledge Hub

  • Swiss organisations bound by the revised FADP that cannot send internal documents to a public AI service
  • Construction firms and engineering offices that need building plans and project files from Dalux indexed alongside SharePoint
  • Law firms, banks, auditors and consultancies that want every answer traced back to a source chunk, a page number and a spot in the PDF rather than a plausible paragraph
  • Public administrations and schools whose fine-grained access rights already live in SharePoint, since the platform mirrors those ACLs automatically
  • IT and security leads running a vendor review, who need a DPA, a security whitepaper and technical answers within one business day

When not to use Swiss Knowledge Hub

  • Individuals and freelancers: the product is priced per organisation and starts at four users
  • Teams looking for a free tool, since there is no permanent free plan and entry costs CHF 250 per month with a six-month minimum term
  • Anyone who wants a general-purpose chatbot with world knowledge, because answers are drawn from the organisation's own documents
  • Organisations that need on-premises deployment as standard, or a mobile app, or a public API to build on: on-premises exists only as a paid Custom option and the other two do not exist at all
  • Teams working in French or Italian day to day, as the interface ships in German and English only
Get started

How to use Swiss Knowledge Hub

A typical end-to-end flow, from setup to results.

  1. Start the 14-day free trial, which requires no credit card; Starter and Business self-onboard in under ten minutes, while Enterprise and Custom get a dedicated onboarding that typically runs two to four weeks
  2. Create an account, then choose or create your organisation
  3. Create a workspace, then add a page and its contents
  4. Connect a source under Settings > Integrations: sign in to Microsoft or Google and confirm the permissions requested
  5. Or build a page straight from a folder: New page > connect OneDrive, SharePoint or Google Drive, then pick the folder in the file browser
  6. Upload content directly as well: Office documents and PDFs in bulk, URL imports, audio and video
  7. Let the initial synchronisation run; afterwards it continues incrementally in the background and can be triggered by hand with the sync icon
  8. For Dalux, enter the Project ID (a UUID), the encrypted API token and an optional Folder ID; new plan versions are picked up in the nightly sync
  9. Register MCP servers under Settings > MCP Servers, in STDIO or HTTP form, test the connection, then authorise each tool individually per member or group, since nothing is open by default
  10. Chat with your data, with tool calls appearing as expandable cards showing the call and its result; the publisher recommends starting with a pilot workspace of 10 to 50 users and an evaluation set of 50 to 100 questions before scaling
Quick read

Pros & Cons

Pros

  • Core data resides in Switzerland (Azure Switzerland North), stated consistently across several pages, with Swiss law and Bern as the exclusive place of jurisdiction
  • No model lock-in: three Swiss standard models, seven BYOK providers and any OpenAI-compatible endpoint
  • Precise citations down to the chunk, the page and a jump into the PDF, which makes hallucinations traceable instead of invisible
  • SharePoint ACLs are mirrored automatically, so a file a user cannot see in SharePoint stays invisible to them in the platform
  • Unusual documentary honesty: the publisher states that "no training" is contractual rather than technical, that no formal FADP certification exists, and its comparison pages name the cases where a competitor is the better choice
  • Every plan carries the full platform feature set — only users and storage change — and a named subprocessor list is published in the privacy policy
  • A 14-day free trial with no credit card, self-service setup announced in under ten minutes, and public, detailed user and administrator documentation

Cons

  • No permanent free plan: entry costs CHF 250 per month for four users, with a six-month minimum term and monthly cancellation only afterwards
  • The standard availability target is 99% on monthly average, roughly seven hours of downtime a month; 99.9% is reserved for the negotiated Custom plan
  • The interface ships in German and English only, even though the product targets Swiss public administration, where four official languages are announced as prepared rather than delivered
  • No mobile app for iOS or Android, and no public SKH API: extensibility runs through external MCP servers the organisation hosts itself
  • On-premises is available only as a Custom option on request and at extra cost, while Dalux and Zipro have to be unlocked by the operator, organisation by organisation
  • Google Drive permissions are not mirrored automatically, so page membership has to be maintained by hand, unlike SharePoint
  • Liability is capped at the amount paid over the last twelve months, with consequential damages and data loss excluded, and under BYOK the publisher declines all responsibility for the chosen provider's availability, retention, security, training policy, pricing and location
Pricing

Pricing & Plans

There is no permanent free plan. Access starts at CHF 250 per month with the Starter plan (four users, 20 GB), then CHF 650 for Business, CHF 1,050 for Enterprise and a quote for Custom; additional users cost CHF 50, CHF 40 or CHF 30 per month depending on the plan. A 14-day free trial is available without a credit card. Subscriptions run for a minimum of six months and are cancellable monthly at the end of the billing period thereafter; payment is monthly in advance by credit card through Stripe, with invoicing available from the Business plan and 30-day terms. A monthly/annual toggle advertises two free months on annual billing, but no annual amount is shown and annual billing must be requested by e-mail. Prices can be adjusted with 30 days' notice, which opens an extraordinary right of termination. One caution: the site contradicts itself on VAT, as the pricing page states that all amounts are in CHF including VAT while art. 6 of the terms states that prices are exclusive of statutory VAT.

Starter — CHF 250 per month
  • 4 users
  • 20 GB of documents
  • additional users at CHF 50 each
Enterprise — CHF 1,050 per month
  • 30 users
  • 120 GB of documents
  • additional users at CHF 30 each
  • custom domain and whitelabel
  • SSO with Azure AD
  • DPA and security whitepaper
  • dedicated onboarding
Custom — on request
  • unlimited users
  • storage to requirement
  • dedicated onboarding
  • contractual 99.9% SLA
  • own infrastructure possible
  • dedicated Swiss subscription with customer-managed keys
  • and on-premises as a paid option
Included in every plan
  • nine LLM providers plus BYOK
  • all five connectors
  • citations with the PDF viewer
  • RBAC with custom roles and audit log
  • field-level encryption
  • and Azure Switzerland North
Special offers — A 14-day free trial with no credit card required · Annual billing is advertised with a two-months-free toggle on the pricing page, though no annual amount is displayed and annual billing has to be requested by e-mail · No student, non-profit, discount-code or time-limited promotion is offered anywhere on the site
Prices and plans listed above may evolve. Always check the official pricing page before subscribing.
Trust & Privacy

Data, GDPR & hosting

A consolidated view of how Swiss Knowledge Hub handles your data.

GDPR overview

The privacy policy, in force since 22 April 2026, is headed "Datenschutzerklärung — DSG & DSGVO-konform" and claims a dual regime: the revised Swiss FADP and the GDPR "so far as applicable". It lists access, rectification, erasure, restriction, portability, withdrawal of consent, objection and complaint; the Swiss supervisory authority named is the EDÖB, and rights are exercised by e-mail. In the standard configuration, documents and queries stay in Switzerland under the publisher's DPA, supplied on request within one business day with a subprocessor list and a security whitepaper. Under BYOK to a provider outside Switzerland or the EU, standard contractual clauses, the transfer impact assessment and supplementary measures fall entirely to the customer, and the provider may apply its own policy. No Art. 27 EU representative is named. Swiss law and the Bern courts apply exclusively, and the publisher notes that no formal FADP certification exists.

Who owns the data?

Swiss Knowledge Hub GmbH (Könizstrasse 161, Liebefeld, UID CHE-219.860.750) is the declared controller, but in the standard setup it acts as a processor under a DPA for the documents an organisation uploads and for the vector embeddings derived from them. Article 7 of the terms makes the customer responsible for the lawfulness of uploaded content, while article 4 keeps all rights in the platform itself — source code, design, trademarks and documentation — with the publisher. Personal fields such as names and e-mail addresses are encrypted at field level. Under BYOK the chosen provider is not a subprocessor of the publisher but an independent processor engaged directly by the customer organisation.

Reuse rights

The terms assign the rights in the platform to the publisher and make the customer responsible for uploaded content; nothing in them restricts how an organisation reuses its own documents or the answers it obtains, though the privacy policy asks that results be validated by a human. The publisher states it processes data only to deliver and bill the service, to operate the platform, detect abuse and analyse errors, and to communicate with prospects, citing both art. 31 revFADP and art. 6 GDPR for each purpose. There is no automated individual decision-making. Every access and every query is written to a tenant-isolated audit log; technical cookies (session, language, theme) run without consent, while analytics and marketing cookies require explicit, revocable consent. In the Swiss standard setup, inference runs on enterprise API tariffs that contractually exclude any training use of submitted content — and the publisher itself notes that "no training" cannot be enforced technically, it is a contractual commitment by the provider. Under BYOK, training, retention and location depend exclusively on the contract between the customer organisation and the provider it selects, which may follow a different policy.

Data retention & training

Retention summary
Retention is set out category by category. Account and billing data are kept until the legal retention obligation expires, which means ten years for financial records under the Swiss Code of Obligations. Content and vector data are kept until the customer deletes them, or 30 days after the contract ends, deletion being the default. Server logs and audit trails are kept for 90 days, then automatically deleted or anonymised. Contact enquiries are kept for 24 months after the last exchange. Retention is configurable per workspace. When an employee leaves, the user account is deactivated, chat history stays in the workspace, personal threads can be transferred to other users, and the audit log is preserved in full.
Trains on customer data
No
Subprocessors disclosed
Yes
DPA available
Yes

Hosting summary

Product data and the marketing website sit in two different countries, and the distinction matters. By default, all core data — uploaded documents, the database, the pgvector store and the Azure Service Bus — runs on Microsoft Azure in the Switzerland North region, as does inference on the standard models via Azure AI Foundry and audio and video transcription via Azure Video Indexer. The publisher states that in the standard configuration documents and AI queries do not leave Switzerland, covered by its own DPA. Databases are isolated per tenant, with encryption at rest and AES-GCM-256 field-level encryption on selected sensitive columns. The public marketing website, by contrast, is hosted by Hostinger in Germany, and front-end assets partly transit an Azure West Europe region or CDN which, according to the publisher, carries no customer content. Billing runs through Stripe Payments Europe (Ireland) and observability through Datadog (US and EU), anonymised and without document content. Vector store residency is configurable: pgvector in Azure CH by default, LanceDB locally or in Azure CH, managed Pinecone in the US or EU, self-hosted ChromaDB. Under BYOK, query payloads go straight to the customer's chosen provider, outside Switzerland where that applies.

Hosting countries
🇨🇭 Switzerland🇩🇩 Germany
Availability

Where Swiss Knowledge Hub works

Country-level availability.

Not available in

No country or region restriction is stated anywhere on the site. The product is aimed squarely at the Swiss market — areaServed CH in the structured data, prices quoted only in CHF, Swiss law and Bern as the exclusive place of jurisdiction — but that is a commercial focus, not a restriction on access.
Watch-outs

Things to keep in mind

Risks and trade-offs to weigh before adopting Swiss Knowledge Hub.

  • The site contradicts itself on VAT: the pricing page states "all amounts in CHF, VAT included", while art. 6 of the terms states that prices are exclusive of statutory VAT. Settle this in writing before signing, because on CHF 250 a month the difference is not trivial
  • A fluent answer with a page citation feels verified, and it is easy to stop reading there; the citation points to a chunk, not to a correct conclusion, and the publisher's own policy asks that results be validated by a human before use
  • The performance figures quoted on the site — 94% less search time, three hours saved per week, answers in 2.1 seconds — come from pilot projects and are published with an explicit warning that individual results vary. They are not general measurements
  • "No training" is a contractual commitment by the provider, not a technical guarantee, and the publisher states this itself
  • Switching on BYOK transfers the entire contractual burden to the customer organisation — DPA, standard contractual clauses, transfer impact assessment — and the publisher declines all liability for the chosen provider. The activation is a logged decision by an authorised person and engages that organisation alone
  • The six-month minimum term is not shown next to the prices but at the foot of the pricing section, the standard availability target is 99% rather than 99.9% (around seven hours of downtime a month), and prices can be adjusted with 30 days' notice
  • The all-Swiss promise has admitted exceptions: the marketing site is hosted by Hostinger in Germany, front-end assets partly transit a West Europe CDN, Dalux and Zipro are not enabled by default despite being shown as live, no Art. 27 GDPR representative is named, and the published subprocessor list is indicative, with the current one supplied on request and with the DPA
Setup

Setup & Integrations

Technical difficulty

Low for a self-service start, considerably higher for an enterprise rollout. Starter and Business are announced as ready in under ten minutes with no credit card, and Microsoft and Google sources connect over OAuth in a few clicks with no technical configuration. Dalux and Zipro need an API token and identifiers such as a Project ID, plus prior unlocking by the operator. Enterprise and Custom involve dedicated onboarding with ingestion planning and SSO setup, typically two to four weeks. MCP servers are an administrator task, and BYOK adds both key management and the customer's own DPA and standard contractual clauses.

Deployment

Web app

Integrations

SharePoint OneDrive Google Drive Dalux Zipro Azure Video Indexer Microsoft Azure Azure Service Bus Azure OpenAI Azure DeepSeek OpenAI Anthropic Google Gemini Mistral AI DeepSeek Stripe Microsoft Entra ID Pgvector Pinecone LanceDB ChromaDB Model Context Protocol

Supported languages

GermanEnglish
Company

Behind Swiss Knowledge Hub

Company name
Swiss Knowledge Hub GmbH
Founded
11/07/2025
Country of origin
🇨🇭 Switzerland
Headquarters
Könizstrasse 161, 3097 Liebefeld, Schweiz
UBO
apexAI, WeServe, Purple Elements
UBO country
🇨🇭 Switzerland
Domain registrar country
🇨🇭 Switzerland
Support contact
Official links

Resources

All the official URLs gathered for verification and reference.

Compare

Alternatives

Tools that compete with or complement Swiss Knowledge Hub.

M Microsoft 365 CopilotC ChatGPT EnterpriseM Microsoft Copilot StudioC ChatGPT
FAQ

Frequently asked questions

Where is my data stored?
By default in a Swiss datacentre region: storage of documents, the database and the pgvector store, along with inference on the standard models, all stay in Switzerland. If you switch to BYOK, request payloads leave for the provider you have chosen, a decision taken per organisation.
Is my data used to train AI models?
No for the standard models, where the exclusion is written into the DPA and inference runs on enterprise API tariffs that contractually rule out training use. Under BYOK, your own contract with your provider applies. The publisher is explicit that "no training" is a contractual commitment, not something that can be enforced technically.
Which language models can I use?
The Swiss standard options are DeepSeek V3, Kimi K2.5 and Mistral Medium 2505, all running in the Swiss region. Through BYOK you can bring OpenAI, Azure OpenAI, Anthropic, Google Gemini, Mistral, DeepSeek, Azure DeepSeek or any OpenAI-compatible endpoint.
Which sources and integrations are supported?
SharePoint, OneDrive, Google Drive, Dalux, Zipro, URL import, bulk upload and automatic audio and video transcription. Your own internal tools can be plugged in through MCP servers, which are in beta. Note that Dalux and Zipro are not switched on by default and have to be unlocked for your organisation.
What does it cost, and is there a trial?
The Starter plan is CHF 250 per month for 4 users and 20 GB, after a 14-day free trial that requires no credit card. The minimum contract term is six months. Be aware that the pricing page presents amounts as VAT included while the terms state prices are exclusive of VAT.
How long does onboarding take?
Starter and Business are self-service and announced as ready in under ten minutes. Enterprise and Custom come with dedicated onboarding covering ingestion planning and SSO setup, typically two to four weeks.
Is there an on-premises version?
Not as standard. On-premises is possible as a Custom solution on request and at additional cost. The alternative offered on the Custom plan is a dedicated Swiss subscription with customer-managed keys.
Are the access rights of my source systems respected?
Yes for SharePoint, whose ACLs are mirrored into the platform. For Google Drive there is no automatic mirroring, so page membership has to be managed manually.
What happens when an employee leaves?
The user is deactivated, chat history remains in the workspace, personal threads can be transferred to other users, and the audit log is kept in full.
Is the platform compliant with the revised Swiss FADP?
The publisher says yes, with Swiss jurisdiction and a DPA available on request. It also states that no formal FADP certification exists under Swiss law and that the final legal assessment remains with the customer organisation.
Conclusion

Should you pick Swiss Knowledge Hub?

Swiss Knowledge Hub is a young product — the domain was registered in February 2025 and the first Wayback capture dates from July 2025 — yet it arrives unusually well documented. The proposition is narrow and clear: enterprise RAG with Swiss data residency, answers that point back to a chunk, a page and a spot in the PDF, and freedom to choose the language model, from three Swiss standard models to seven BYOK providers or any OpenAI-compatible endpoint. Much of its credibility comes from what the publisher refuses to claim. It says plainly that "no training" is a contractual commitment rather than a technical guarantee, that no formal FADP certification exists under Swiss law and that the final legal assessment stays with the customer, and it publishes no blanket quality percentages; its own comparison pages name the cases where a competitor is the better fit. The reservations are real. The entry ticket is high, at CHF 250 a month for four users, with a six-month minimum term, and the standard availability target is only 99%, with 99.9% reserved for a negotiated Custom contract. The all-Swiss promise carries acknowledged exceptions: the marketing site is hosted at Hostinger in Germany, some front-end assets transit a West Europe CDN, and BYOK sends payloads wherever the customer's provider sits. The site also contradicts itself on VAT, included on the pricing page and excluded in the terms. The 12,000 documents advertised on the home page suggest still modest traction. The natural audience is a regulated Swiss organisation of more than four people, not an individual. Before committing, request the DPA and the subprocessor list, settle the VAT question in writing, confirm which vector store and which model your data will use, and check that a 99% target is enough for your operations.