Every claim FRIS makes is traceable back to a specific source record.
REST APIs, PostgreSQL, MySQL, CSV/Excel, Kafka, SAP (OData), Slack, Google Sheets, Airtable, Elasticsearch, and more, each self-documented in-app.
Every source's schema is auto-mapped, then shown to you to confirm or edit before the first sync.
Fuzzy name matching, exact-identifier short-circuiting (domain/email/SKU), and source-trust + recency-based conflict resolution, written straight to Neo4j.
Automatic embeddings over the fused graph, with change-detection so re-embedding never happens twice, plus a backfill endpoint.
A retrieval-augmented Q&A layer that answers only from your grounded entity graph, and asks a clarifying question instead of guessing on low-confidence retrieval.
An interactive Cytoscape-based visualization to click into any fused entity and trace its relationships across sources.
Every fused field keeps a record of which source it came from, so nothing is a black box.
Use the hosted default, or bring your own OpenAI, Anthropic, Google, or Azure API key, encrypted credential storage either way.
Every query, sync, and GB of storage logged with cost, on a live Usage & Costs dashboard.
Connect your sources once, FRIS keeps the fused graph current.
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