Enterprise AI needs trusted knowledge access
ASTACKRA builds retrieval-augmented generation systems that connect AI applications to approved business knowledge while preserving source traceability and access control.
Core components
- Document ingestion and normalization
- Chunking and metadata strategy
- Embeddings and vector retrieval
- Hybrid search
- Role-aware access control
- Source citations
- Evaluation datasets
- Retrieval monitoring
- Application and workflow integration
Common use cases
Internal knowledge assistants, policy lookup, support enablement, tender review, document Q&A, technical knowledge systems and AI copilots.
Read RAG vs fine-tuning for architecture guidance.
Built for production
We design retrieval quality, permissions, latency, freshness and observability as part of the product—not as afterthoughts.