A company's knowledge sits scattered across manuals, guidelines, minutes, and intranet pages. When someone needs an answer, they search for a while or ask the one colleague who still has it in their head, and when she leaves, her knowledge often goes with her. A language model could help, but it phrases things fluently without showing whether the answer is actually right. Riventic Nexus closes this gap: an AI assistant that answers from your own documents and backs every statement with its source, the long-term memory of your company. The product is in active development, and we are happy to discuss first pilot projects today.
Answers that name their source
Instead of generating freely, Riventic Nexus retrieves at runtime exactly the passages that fit your question and hands them to the language model as a basis. Ask, for example, how your approval process works, and the system pulls in the quality manual and the relevant guideline and answers with references to the documents. That pays off three times over in daily work: every answer is traceable, because it shows its source. The risk of invented statements drops, because the answer is tied to concrete evidence. And your knowledge stays current without anyone retraining the model; you simply keep your documents up to date.
Your knowledge stays in-house
With internal documents, confidentiality comes first. Riventic Nexus runs on local open-source models such as Mistral on your own or a sovereign infrastructure, your documents never leave the building and do not go to a public AI service. A semantic search finds passages that match in meaning rather than mere keyword hits, roles and permissions control who sees which areas of knowledge, and an audit log makes every query traceable. The system is built for the GDPR and the EU AI Act from the start.
Born from an award-winning concept
The idea behind Riventic Nexus has already proven itself. It comes from the »Gewerbe-Pilot Sachsen-Anhalt«, an AI guide for digital business registration that took 2nd place at the state's CIO Innovation Award. There, the form becomes a dialogue: a language model guides through the process, explains technical terms, and checks entries in real time, source-backed and data-sovereign. Riventic Nexus carries this foundation from the public-authority procedure over to your organization's knowledge.
What Riventic Nexus can do for you
Riventic Nexus connects sources from PDFs, Office files, websites, and databases and indexes them itself. It answers questions, guides through processes, explains technical terms, and checks entries, just as the Gewerbe-Pilot guides through a registration. It answers in multiple languages and connects to your existing systems via APIs. The answer quality grows with the care you put into your documents: the better your knowledge is captured, the more Riventic Nexus gets out of it.
