Fintech & Lending Platform Analytics: Master Your Credit Risk & Unit Economics

Stop flying blind on your loan book. Instantly calculate your true net yield, track default curves, and model the impact of delinquencies on your bottom line before they drain your capital.

Try the Live Interactive Demo

Before you dive into the features, test the power of the Fintech Analytics Tool yourself. Access our live, fully functional demo, input your lending metrics, and see exactly how fast you can visualize your credit risk.

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Gross Revenue Means Nothing in Lending—Net Yield Is Everything

Running a lending platform, BNPL service, or embedded finance product feels great when your originations are skyrocketing. But if your charge-offs and cost of capital are quietly eating away at your margins, your fintech will bleed out before you realize it.

Standard financial dashboards show you top-line growth, but they fail to isolate the complex mechanics of lending: origination fees, interest income, cost of funds, provision for loan losses, and servicing costs. If you can’t calculate your exact Net Interest Margin (NIM) after expected defaults, you cannot confidently price your loan products or secure debt facilities.

It’s time to replace generic dashboards with a dynamic analytics tool built specifically for the nuances of credit and lending economics.

What Makes This the Ultimate Lending Analytics Tool?

Built for fintech founders, credit risk managers, and debt investors who need absolute clarity on portfolio performance.

• True Net Yield Calculation: Go beyond gross APR. Automatically deduct your Cost of Funds, Expected Default Rates (EDR), and Servicing Costs to see the actual cash yield of your loan book.
• Dynamic Delinquency & Default Modeling: Input your 30, 60, and 90+ day delinquency rates, along with recovery rates, to visualize the roll-rate of bad debt through your portfolio.
• Cohort Performance Tracking: Analyze the performance of loans originated in different months or quarters. See if your underwriting standards are improving or degrading over time.
• Unit Economics Deep Dive: Instantly calculate your Customer Acquisition Cost (CAC) versus the Lifetime Value (LTV) of a borrower, factoring in early prepayments and defaults.
• One-Click Credit Committee Export: Need to present portfolio health to your board or credit facility providers? Export a perfectly formatted PDF summary of your yields and risk metrics in one click.

How It Works

1. Input Your Portfolio: Enter your total originations, average loan size, and weighted average APR.
2. Set Your Risk Metrics: Input your cost of capital, expected charge-off rates, and operational costs per loan.
3. Analyze & Price: View your automated net yield, NIM, and LTV/CAC ratios to refine your underwriting or adjust your pricing.

Who Is This Tool For?

• Fintech & Lending Founders: Validate your unit economics before launching a new credit product or expanding into a new risk tier.
• Credit Risk Managers: Monitor portfolio degradation and run immediate “what-if” scenarios on tightening or loosening underwriting standards.
• Debt Investors & Venture Debt Funds: Quickly audit a fintech’s portfolio to see if their stated yields are real or artificially inflated by ignoring default curves.
• Embedded Finance Operators: Prove to your sponsoring bank or capital partner that your lending program is profitable and well-managed.

Enterprise-Grade Features, Zero Friction

• 🌙 Dark Mode Included: Perfect for data analysis and dashboard monitoring.
• 💾 100% Local & Private (IndexedDB): Your highly sensitive borrower performance data, default rates, and yield metrics never leave your browser. No cloud servers.
• 💵 Smart Formatting: Basis points (bps) and percentage yields format automatically for professional financial reading.
• ⚡ Instant Calculations: Adjust your expected default rate by 1% and watch the entire net yield and profitability projection update instantly.

Frequently Asked Questions

Does this replace my core banking software?

No. This is an analytical and modeling tool, not a loan management system (LMS). It is designed to aggregate your portfolio data to calculate high-level unit economics and net yields that your LMS doesn’t easily visualize.

How do I calculate the “Expected Default Rate” (EDR)?

The EDR is typically calculated by multiplying your current delinquency rate (e.g., 5% of loans are 30+ days late) by the probability that those delinquent loans will ultimately charge off (e.g., 50% roll-rate), resulting in a 2.5% EDR.

Can I model different loan products simultaneously?

Yes. You can save different scenarios (e.g., “Personal Loans 24mo”, “BNPL 6mo”) using the local database to compare the net yields of different product offerings side-by-side.

Is my lending data secure?

Absolutely. This is a standalone HTML application. It does not send, store, or transmit your sensitive portfolio data to any external server. Your data stays entirely on your local machine.