Credit Decision Needed. Analyst Availability: 2 Weeks Out. 🔥

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Commercial lending. Deal on the table. Borrower submitting 340 pages of financials.

The bottleneck: Credit analyst availability. Two-week backlog. Deal might walk.

The manual process: Analyst reads financial statements, tax returns, bank statements. Builds spreads. Calculates ratios. Writes credit memo. 6-8 hours per deal.

Built a financial spreading system.

Financial documents uploaded. System extracts: income statement line items, balance sheet data, cash flow components. Normalizes to standard format. Calculates 47 credit ratios automatically. Identifies trends and anomalies.

Analyst still makes the decision. But instead of building spreads, they review pre-built analysis.

Time per deal: 6 hours → 90 minutes.

Backlog: 2 weeks → 3 days.

First month: 34 deals processed through the system.

One anomaly flag caught a borrower with declining receivables quality that manual spreading might have missed. Deeper dive revealed customer concentration risk. Deal restructured with additional collateral.

What's causing bottlenecks in your approval pipeline?

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