Audited Operational & ROI Benchmarks
System Architecture Blueprint
Financial Document OCR Ingestion
- High-throughput parallel OCR of 100+ page PDF packages
- Custom Vision-Language extraction correcting noise, stamps, and rotation
- Extraction of bank credits, debits, GST filings, and ITR schedules into typed schemas
Deterministic Cross-Verification Triad
- Cross-reconciliation of declared sales in GSTR-3B against actual bank deposits
- Banking velocity analysis identifying circular transactions and inflated turnover
- Automated debt service coverage ratio (DSCR) and current ratio calculation
Institutional CAM Synthesis & LMS Sync
- Deterministic generation of institutional Credit Appraisal Memos (CAMs)
- Direct source-document bounding box linking for instant credit officer review
- Two-phase commit writeback to FinnOne and core lending systems
Key Moments & Timestamps
Full Verbatim Technical Transcript
Why are Indian lenders switching to deterministic loan underwriting agents for BFSI? Combing through 120-page bank statements, ITR filings, and GST returns takes credit analysts 48 hours per borrower, losing qualified deals to agile rivals. Elesium's LangGraph cluster parses financial PDFs, cross-checks declared revenue against GST portal data, and computes debt-service coverage ratios deterministically. Compresses underwriting turnaround from 48 hours to 18 minutes with 99.4% data extraction accuracy and a verified 3.8x 90-day ROI. Originate loans 3x faster with sovereign AI at elesium.online.
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