Shinhan Bank × Qwen AI Build Day (SB09)

One Dashboard. Zero Guesswork.

AI-Driven SME Credit Scoring via POS Data. Transform real-time merchant sales data into instant, explainable credit decisions — enabling faster, data-driven lending without traditional financial statements.

5x

Faster credit decisions

30%+

Higher approval rates

247

Merchants assessed

12.5B

VND portfolio value

Benefits & Features

One platform that aggregates POS data, highlights risks with AI, and integrates with Shinhan Bank for faster, smarter SME lending decisions.

Real-Time POS Data

Connect to VNPay, Momo, ZaloPay and bank POS systems. Ingest real-time merchant sales data for continuous credit monitoring.

AI Credit Scoring

Qwen AI analyzes transaction patterns, revenue trends, and customer behavior to generate dynamic credit scores (0-1000).

Explainable Risk Assessment

Color-coded risk factors (red/green/yellow) with AI-generated narratives explain every credit decision for compliance.

Pre-Approved Credit Limits

Automatically calculate and offer pre-approved credit limits based on real business performance, not static financials.

AI Credit Co-Pilot

Interactive chat assistant powered by Qwen AI. Ask questions about any merchant's profile, run what-if scenarios.

Portfolio Intelligence

Monitor your entire SME lending portfolio with real-time alerts, risk distribution, and performance dashboards.

How It Works

From POS data to credit decision in three simple steps.

01

Connect POS Data

Merchant connects their POS terminal or payment platform. We ingest real-time sales data automatically.

02

AI Analyzes Performance

Qwen AI processes transaction patterns, revenue trends, customer behavior, and industry benchmarks.

03

Get Credit Decision

Receive instant credit score, risk grade, pre-approved limit, and full AI explanation — in minutes, not weeks.

Transforming SME Lending for Shinhan Bank

Enable faster credit decisions, unlock new customer segments, and build a data-driven SME lending portfolio — all powered by AI.

5x

Faster credit assessment turnaround

30%+

Increase in SME loan approval rate

100%

Explainable AI decisions for compliance