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Enterprise BFSI Enterprise & BFSI Phase 11 Production-Ready Prototype

Gayatri AI BFSI Workbench

Air-Gapped Financial Intelligence, Loan Underwriting Verification & Claim Adjudication

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System overview

Architecture & Core Mechanics

In financial services and insurance, data confidentiality is non-negotiable. The Gayatri BFSI Workbench runs behind a strict operating system socket guard that prevents all outbound communication. It processes multi-format documents (scanned loan packs, hospital claims, policy PDFs), reconciles arithmetic figures, flags policy exclusions with mandatory clause citations, and automates regulatory grievance handling.

Engineering Highlights & Capabilities

  • ✓
    Strict Local Air-Gap Socket Guard: Intercepts operating system sockets to guarantee zero outbound transmission of sensitive customer financial records.
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    Automated Loan Underwriting: Ingests scanned loan agreements, salary slips, and bank statements via RapidOCR, with arithmetic and reducing EMI validation.
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    Health Insurance Claim Adjudication: Automated clause-level policy reconciliation against hospital bills, discharge summaries, and tariff schedules.
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    Regulatory Complaint Triage: Classifies customer grievances against RBI dispute taxonomies and auto-drafts maker-checker response packs.
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    Cryptographic Audit Ledger: SHA-256 hash-chained immutable audit ledger with instant integrity verification and PII masking.
Quality assurance

Verification & Test Telemetry

● 100% eval score on 12 banking metrics · Strict 127.0.0.1 loopback guard

Stack components

Technology Blueprint

FastAPI
RapidOCR
Hybrid BM25 + TF-IDF
SQLite
ReportLab PDF
Open source

Repository Access

Access source code, architectural test harnesses, and documentation under the Gayatri-Education organization.

Inspect on GitHub →

Interested in deploying or contributing?

Our products are deployed across universities and enterprise pilots. Get in touch with our engineering team.

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