AI PlatformRetrievalLLMsKnowledge Systems
Nirikh — Knowledge Intelligence Platform
Source-grounded knowledge and research workflows with model-provider flexibility and user-owned information.
Context
An evolving knowledge workspace designed around source-backed answers rather than model lock-in.
Challenges
- • Preserving citations and source attribution
- • Separating model services from user knowledge
- • Supporting multi-document synthesis
Approach
- • Architecting source-oriented ingestion and retrieval
- • Designing model-independent AI workflows
- • Exploring document-grounded research interfaces
Outcomes
- • Current AI-platform engineering initiative
- • Production adoption has not been independently verified