XLAB / Research engine

Every simulation becomes a governed, traceable paper.

Runs are embedded into a semantic vector store and linked into a knowledge graph. A retrieval- and graph-grounded writer drafts the paper, and a governance gate checks every number against the run record and every citation against the curated literature before anything is published.

1. 01

   Source

   Studio simulation runs

2. 02

   Ingest & structure

   Run record · embeddings · entities

3. 03

   Knowledge layer

   Semantic vector DB · knowledge graph

4. 04

   Reasoning

   Retrieval + graph-grounded writer

5. 05

   Governance gate

   Traceability · citations · fidelity · overclaim ≥ 0.80

6. 06

   Action

   Publish · human review · immutable audit