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AI-Powered · Graph Analysis · CAG-Validated

Find India's
Ghost Beneficiaries
Before They Cost More

Upload any welfare beneficiary CSV. Our system uses OpenRouter to surface duplicate identities, deceased registrations, shared bank fraud rings, and suspicious patterns — with natural-language explanations for every flag.

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Est. Annual Leakage (India)
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Ghost Beneficiaries/Year
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Detection Accuracy
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Drop a CSV file here to begin
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Reading and parsing CSV
Checking duplicate Aadhaar numbers
Scanning bank account networks
Flagging address concentrations
Checking beneficiary ages
Running AI risk scoring (Groq)
Building fraud network graph
Compiling final report
Records Scanned
Total beneficiaries processed
Flagged Cases
Requires investigation
High Risk
Immediate action needed
Estimated Leakage
Potential loss detected
Risk Distribution
Anomaly Types
Top Districts by Flagged Cases
Cases by Scheme
Top 5 Highest Risk Cases
Beneficiary Scheme District Amount Flags Score Risk
Fraud Ring Network — Connected Entity Graph

Nodes sharing bank accounts or Aadhaar numbers are connected — this is the fraud ring signature. Click any person node to open the case file.

Shared Bank (Hub)
Shared Aadhaar (Hub)
High Risk Person
Medium Risk
Low Risk