Grounded retrieval across your content.
Retrieve before you generate. Every answer cited. No fabrication.
- Indexes your content with permission inheritance.
- Retrieves the highest-confidence passages for a query.
- Generates plain-language answers using only retrieved passages.
- Includes citations to source documents.
- Declines to answer when confidence is below threshold.
“We build the engines of independence, fueled by the transparency of open-source”
Architecture details for the technically curious
Token-aware chunking proven in production. Vectorisation with metadata (source URL, document type, date). Self-hostable vector database. EU-built embedding models. EU-built language models via the model gateway.
Sovereign by design
Full stack self-hostable on EU infrastructure. Audit traceable. Permission-aware.
Some of our current partnerships
Knowledge Navigator
Internal AI answer assistant. Staff ask in plain language; the system retrieves and answers from your Drupal-hosted content with citations. Source-grounded, audit-traceable.
Trusted Answers
Public-facing AI search and answers for citizens, patients, customers. Multilingual, source-grounded, sensitive topics routed to human channels by design.
