Demo Mode

Fraud Operations Dashboard

Demo UI wired to the GraphQL API. Hosted demos run on free-tier services with limited features. For the full pipeline, run the local stack.

Demo Mode

Using fallback data

Free hosted demo. For full pipeline - run locally.

Clone & Run Locally

Transactions

0

Fraud Rate

0.0%

Pending Review

0

Auto Decisions

0

Latency p99

0ms

Model Accuracy

0.0%

Fraud queue

Live case list pulled from GraphQL with priority and status.

Network view

D3-based graph from suspicious subgraph queries.

Explainability

SHAP features with a plain-English summary.
No pending cases
Select a case to view details

Model Explanation0% risk

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Increases risk Decreases risk

Transaction Network

Fraudster User Merchant Device

Investigator Copilot (RAG)

Local-first retrieval with optional Groq/Ollama generation

Ask about pipeline flow, model training, or infra setup.

RAG Tips

Ask about data flow, model training, or infra setup.

Examples:

  • How do transactions reach Neo4j?
  • What features are used for XGBoost?
  • Where is drift detection implemented?
  • How does the RAG index get built?