Next-Gen Analytics Platform

SHODH

Operations & Financial Forensics · Powered by AI-Grade Analytics

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Initialize Data Engine
Drag & drop your CSV or browse files
Required columns: date, amount, vendor, classes
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System Standby.
Awaiting data ingestion...
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Upload a CSV and click Generate Executive Summary to begin.

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Upload a CSV and click Execute Risk Modeling to analyze operational risk.

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Upload a CSV and click Render Supply Chain Topology to map the network.

FP-Growth Engine: Uncovers latent administrative batching and structural supply chain coupling. Default thresholds: Support 0.05 · Confidence 0.60 · Lift 1.0
⚙ Algorithm Parameters
Minimum Support 0.05
Minimum Confidence 0.60
Minimum Lift 1.00
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Upload a CSV and click Mine Structural Logic to discover association rules.

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Upload a CSV and click Execute Benford Verification to run forensic audit.

Select any combination of scalar statistics and distribution plots to analyse the Amount column. All plots are rendered with interactive Plotly.
📋 Choose Statistics & Plots
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Upload a CSV, select statistics, and click Compute & Visualize.