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Waiting

Waiting is a cost in commercial banking.

Core trick

Runs KYB extraction, sanctions screening, and financial spreading agents in sequence, writing their decisions into one shared credit dossier.

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Description

Waiting is a cost in commercial banking. The Fed reports $2.75T in US C&I loans, generating roughly $80–$90B in annual net interest, yet credit decisions still take a week. Commercial Lending Autopilot compresses that to 120 seconds — cutting 90% of ops effort and lifting funded balances 1–3% through faster conversion. That’s multi-billion dollars of annual value in US corporate lending alone, before risk-loss reduction or cross-sell.
ajonescodes/mvp-codex-hackathon★ 00 forksJavaScriptCreated Feb 5, 2026 · last push Feb 9, 2026

README excerpt

# Commercial Lending Autopilot

This project is a client-facing business lending workflow that runs four agent functions in one flow:

1. KYB (entity and ownership extraction)
2. Compliance (sanctions and prohibited-industry checks)
3. Underwriting (financial spreading, EBITDA, DSCR, credit decision)
4. Relationship signals (cross-sell opportunities)

All decisions are consolidated into a shared dossier and output artifacts.

## Project Structure

- `kyb-ui/` - React + Vite frontend and Express backend API
- `skills/` - Agent skill definitions and scripts
- `docs/` - Sample and test input files
- `docs/clients/testing-data/` - Realistic test files (PDF/XLSX)
- `data/` - Base sanctions list used by non-UI scripts

### Runtime output location

The UI server writes generated output here:

- `kyb-ui/data/company_dossier.json`
- `kyb-ui/data/Credit_Memo.md`
- `kyb-ui/data/Sales_Brief.md`

## Supported Upload Formats

### Articles of Incorporation
- `.txt`, `.doc`, `.docx`, `.pdf`

### Financials
- `.txt`, `.csv`, `.xls`, `.xlsx`, `.pdf`

### Bank Statement
- `.log`, `.txt`, `.csv`, `.xls`, `.xlsx`, `.pdf`

## Local Setup

### Prerequisites
- Node.js 20+
- npm 10+

### Install

```bash
cd "/Users/rohitsingh/Documents/New project/kyb-ui"
npm install
```

### Run backend

```bash
cd "/Users/rohitsingh/Documents/New project/kyb-ui"
npm run server
```

### Run frontend (new terminal)

```bash
cd "/Users/rohitsingh/Documents/New project/kyb-ui"
npm run dev
```

Open the Vite URL shown i

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