Secure GraphRAG for serious teams

Turn private knowledge into answers your team can verify.

GraphRAG combines hybrid retrieval, knowledge graphs, citations, access control, and audit trails so critical documents can be queried with confidence.

Citations by default
RBAC before retrieval
Hybrid search stack
Self-hostable architecture
Workspace healthy

Knowledge operations

Documents, queries, quality, and access posture in one view.

Last 30 days

Documents

1,284

982 ready

Queries

48k

412ms p95

Quality

0.87

faithfulness

Retrieval signal

Recent sources

Security policy

Indexed with lineage

Restricted

Support handbook

Indexed with lineage

Internal

Q2 product plan

Indexed with lineage

Confidential

Product

The retrieval layer for teams that need proof, not guesses.

Bring together documents, permissions, graph context, and answer quality in one workspace built for repeatable knowledge work.

Grounded answers

Responses are assembled from approved source passages with citations your team can inspect.

Hybrid retrieval

Keyword recall, semantic search, and graph relationships work together for better context.

Pre-LLM permissions

Role and sensitivity checks run before document context ever reaches the model.

Document pipeline

Ingest PDFs, DOCX, text, and Markdown with parsing, chunking, embeddings, and lineage.

Knowledge graph

Extract entities and relationships so teams can reason across people, policies, and projects.

Audit readiness

Every query, access decision, upload, and mutation is logged for operational review.

Workflow

From upload to answer, every step stays traceable.

GraphRAG makes the retrieval process visible enough for product teams, operators, and security reviewers to trust the result.

01

Register content

Upload source material and assign the right sensitivity level.

02

Build context

Parse, chunk, embed, and connect entities in the graph.

03

Ask safely

Retrieve only permitted context before the model sees a token.

04

Review outcomes

Trace citations, quality scores, access checks, and audit events.

Security

Governance built into the retrieval path.

Access checks, sensitivity levels, source lineage, and audit events are part of the core flow, not a reporting layer bolted on afterward.

Unauthorized content is filtered before prompt construction.
Teams can inspect citations and source passages behind each answer.
Admins get a durable log of who asked what and what was used.

Access log

Last 24 hours

alice@acme.co

Query

Allowed

hr-bot

Embed

Allowed

guest

Download

Blocked

svc-pipeline

Graph

Allowed

Get started

Build a knowledge workspace your team can actually trust.

Upload a document, run the pipeline, and ask the first cited question with governance in place from day one.