Query your data
in natural language
The Smart Hub turns the Data Room into a queryable knowledge base. Ask questions directly and get structured summaries, risk analyses and recommendations, always grounded in real diagnostic data.
It's powered by a RAG engine (Retrieval-Augmented Generation): before each response, the system identifies and extracts relevant passages from your data, then generates a synthesis based solely on those elements.
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Ready-to-use queries
The Smart Hub offers suggestions tailored to each stage of the diagnostic.
List all critical and high risks with their justification
Full diagnostic summary in 10 lines
Warning signs and unverified elements
Prepare questions to ask in the next interview
Deliverable adapted for a committee presentation
Domains with the lowest scores and their root causes
What couldn't be verified or is absent
Priority actions sorted by effort and impact
Grounded exclusively in your data
The assistant never makes assumptions. Every response is anchored in real diagnostic data and accompanied by its sources for verification.
This behavior is guaranteed by the Smart Hub's RAG architecture: each question first triggers a targeted search in your data before any text generation.
RAG Architecture
The Smart Hub uses RAG technology (Retrieval-Augmented Generation): it searches for relevant passages in your data before formulating each response.
No hallucinations
If information isn't in the Data Room, the assistant says so explicitly. No invented answers.
Sources cited
Every response indicates which reports, documents and answers were used to build it. Instantly verifiable.
Structured responses
Tables, lists, summaries, risk matrices: directly usable deliverables, not free-form text.
Ready to query your first Data Room?
The Smart Hub is available on every Kaliteq diagnostic from the first data collection.