kairntech

A practical workflow

1. Documents are ingested and semantically indexed from multiple formats within hours.
2. AI agents analyze user queries, refine them, and activate tools like the RAG engine to find relevant document passages.
3. Answers are generated exclusively from retrieved information and delivered with clickable source citations for traceability.

Based on the sources below. Editorial review does not imply hands-on product testing.

Candidates based on category and primary feature. Check feature and pricing differences before switching.

What changed

Changes to the facts recorded here, not a live scan of every vendor update. Save this tool to follow updates in your account.

1. 9/14/2026

   Updated: best for, export formats, features, limitations, summary, use cases, walkthrough

   See recorded changes

   bestFor

   Before: ["Enterprises needing secure, reliable AI assistants to access and act on confidential document repositories without data exposure."]

   After: ["Enterprises needing secure AI assistants that handle confidential documents without data exposure or hallucination."]

   exportFormats

   Before: []

   After: ["Supports SharePoint connector as an optional feature in production plans."]

   features

   Before: ["Deep semantic understanding and indexing of various document formats including PDF, Word, PowerPoint, Excel, and emails.","AI agents orchestrate queries by analyzing requests, refining them, and activating tools like a RAG engine to identify relevant passages.","Answers include clickable sources citing exact pages and documents for full traceability and zero hallucination.","Deployment options include on-premise or private cloud with integrated SSO, granular access control, and guaranteed GDPR compliance."]

   After: ["Indexes and semantically understands multiple document formats including PDF, Word, PowerPoint, Excel, and emails.","AI agents analyze queries, refine them, activate tools including a RAG engine to identify relevant document passages, and generate answers grounded in trusted sources.","Answers include clickable citations to exact pages and documents for full traceability and zero hallucination.","Supports on-premise or private cloud deployment with GDPR compliance, integrated SSO, and granular access control to keep data within user infrastructure.","Includes annotation tools and AI training frameworks for model refinement."]

   limitations

   Before: []

   After: ["Public large language models cannot be used due to data exposure risks; Kairntech requires on-premise or private cloud deployment to ensure data security.","The platform is designed for enterprise-scale document repositories and may require significant setup and integration efforts."]

   summary

   Before: "Kairntech is a low-code AI platform that enables organizations to extract precise, sourced information from their confidential documents without exposing data. It uses a sovereign large language model connected to document repositories to provide reliable, traceable answers with zero hallucination, deployed on-premise or private cloud for data security and GDPR compliance."

   After: "Kairntech provides a secure, customizable low-code AI platform that reads and understands confidential documents to deliver precise, sourced answers without exposing data. It indexes various document formats and uses AI agents to retrieve and reason through information, ensuring zero hallucination and full traceability."

   useCases

   Before: ["Enabling sales teams to quickly find product information and arguments from large catalogs to improve efficiency.","Helping researchers query large academic article repositories in natural language with verifiable sources and no hallucination."]

   After: ["Enables sales teams to quickly find product information and arguments, reducing search time from hours to seconds with cited sources.","Allows researchers to query large academic article repositories in natural language with verifiable sources and no hallucination."]

   walkthrough

   Before: ["Documents are ingested and semantically indexed from multiple formats and sources within hours."]

   After: ["Documents are ingested and semantically indexed from multiple formats within hours.","AI agents analyze user queries, refine them, and activate tools like the RAG engine to find relevant document passages.","Answers are generated exclusively from retrieved information and delivered with clickable source citations for traceability."]