Ask questions and get answers from confidential data

Business stakeholders struggle to get adequately crafted and well-sourced answers from questions to internal and often confidential data.

Can Kairntech’s AI provide a solution?

Build question answering pipelines yourself with Kairntech

A no-code platform

๐Ÿ‘‰ Upload confidential documents and create snippets from them with predefined or custom-built pipeline
๐Ÿ‘‰ Select an off-the-shelf model to transform document snippets into vectors and run the process
๐Ÿ‘‰ Your question answering solution (RAG) is ready to use.

It’s not only about LLMs

๐Ÿ‘‰ LLMs are used to generate a well-written answer to the question,
๐Ÿ‘‰ But integrating upstream the power of search is crucial to select the most relevant document snippets from which the LLM answer will be generated.

No pain, no gain  

๐Ÿ‘‰ Finetuning language models with domain experts and leveraging taxonomies or business vocabularies create a superior performance.
๐Ÿ‘‰ You’d be surprised how fast unique models are created, enhancing your digital assets.

How does it work?

Upload your documents, create relevant snippets from them with off-the-shelf or custom-built segmentation pipelines.

Transform document snippets into vectors with out-of-the-box embeddings models for efficient and high performance search.


Combine the power of search and LLMs to generate well-written answers with reference to documents snippets.

We are here to help

Absolutely. Firstly, only relevant text snippets are shared with public LLMs, not full documents. Secondly, the LLM providers are not allowed to train their models based on the text snippets that are uploaded.

Yes, Kairntech provides alternative to private LLMs (OpenAI…) with open source LLMs (Llama…)

At first, we implement RAG (Retrieval-Augmented Generation) to build such application. This approach integrates the power of informaiton retrieval (seamntic search) into LLM text generation. That said, to improve the results, we may use model finetuning.

Yes, it is possible to have a customized support if you wish. Kairntech can develop your solution according to your specifications in a few days.

100% secured, 100% transparent


All our data storage systems take into account the constraints of the GDPR.


Manage fine-grained access rights to facilitate access to multiple stakeholders.


In the cloud or on-premise, choose the mode that best suits your organization.

They trust us

Can Kairntech help building question answering application?