- Ingestion pipeline
- Sources are read where they live, on schedule. Raw text is searchable at once, distillation follows.
- Distillation and provenance
- Every item is read for what it means and keeps who said it, when, in which channel, about which property, and what surrounded it.
- Typed knowledge graph
- People, properties, leases, decisions and documents linked, so a search can travel the connections.
- Hybrid retrieval
- Full-text, semantic and graph search run in parallel, weighted by recency and authority.
- Reciprocal rank fusion and reranking
- The lists merge by consensus. A reranker keeps the ten best.
- The librarian
- A compiled answer with sources. Only the few pages a task needs enter an agent's context.
- Human validation
- Conflicts go to a person. The decision becomes the rule and outranks chatter from then on.
- Decision memory
- Compiled truth at the top of every page, a timeline of how it changed underneath.
In plain words. Every question runs several searches at once. The results are merged, the best survive, and your agent gets a short answer with the documents behind it. Where sources disagree, a person decides, and that decision holds. Agents act with the whole firm behind them instead of the last three emails, and the firm builds a single source of truth organically.