Enterprise knowledge with governance. Structured, unstructured, and streaming data unified for high‑precision retrieval.
Hybrid search (BM25 + dense) with domain‑aware re‑ranking.
Dynamic chunking and memory summarization for long tasks.
Automatic detection, tokenization, and reversible redaction.
Citations, lineage, and freshness signals for every answer.
Blend embeddings with transactional queries for reliable outputs.
Tiered memory that balances cost, speed, and relevance.