← 返回列表

Gan Jiang AI Case Study: Building AI Sales Teams for Chinese SMB Exporters

By · 干将 AI · Published 2026-08-11 · 539 words · Case Study
Last updated: 2026-08-11
## Buyer Profile

Shanghai-based HomeCraft Exports is a medium-sized manufacturer of home decor products with 120 employees and $8M annual revenue. The company exports to 12 countries across Europe, North America, and Southeast Asia. With a team of 5 salespeople handling all international client communication, HomeCraft struggled to scale its outreach while maintaining personalized engagement across multiple time zones and languages.

## Challenge

HomeCraft faced three critical challenges in expanding its international sales:

1. **Resource Constraints**: Limited staff bandwidth to handle personalized communication across 12 time zones
2. **Language Barriers**: Inability to communicate effectively in 5 key languages (English, German, French, Spanish, Japanese)
3. **Data Silos**: Customer information scattered across emails, CRM, and messaging platforms with no centralized insights

The company needed a solution that would allow them to build an AI-powered sales team without compromising data privacy or requiring extensive technical expertise.

## Solution

HomeCraft implemented Gan Jiang AI's on-premise Company OS, an AI platform designed specifically for SMB exporters. The solution provided:

- **AI Sales Agents**: Customizable AI representatives trained on HomeCraft's product catalog and sales history
- **Multi-language Support**: Native-level communication in 5 languages with industry-specific terminology
- **Data Flywheel**: On-premise storage ensuring all customer data remains within the company's infrastructure
- **Integration Capabilities**: Connection with existing CRM, email, and messaging platforms

## Implementation

The implementation process followed a structured 30-day timeline:

- **Week 1**: Data integration and AI model training using HomeCraft's historical sales data (15,000+ customer interactions)
- **Week 2**: Customization of AI personas and conversation flows for each target market
- **Week 3**: Integration with existing Salesforce and WhatsApp Business platforms
- **Week 4**: Team training and deployment of 3 initial AI sales agents covering Europe, North America, and SEA markets

The system was deployed on HomeCraft's own servers in Shanghai, with all data processing occurring locally to comply with international data regulations.

## Results

After 6 months of implementation, HomeCraft achieved measurable improvements:

- **Sales Efficiency**: 300% increase in qualified leads generated per month
- **Response Time**: Reduced from 24 hours to 15 minutes for initial customer inquiries
- **Conversion Rate**: Increased from 12% to 28% for international leads
- **Market Expansion**: Successfully entered 3 new markets (Nordics, Canada, Vietnam)
- **Team Productivity**: Each human salesperson now manages 3x more accounts without additional hires
- **Cost Savings**: 40% reduction in international communication costs

The AI system handles 85% of initial customer interactions, with complex negotiations seamlessly transferred to human sales representatives.

## Lessons

HomeCraft's implementation revealed several key insights for SMB exporters considering AI adoption:

1. **Data Quality is Paramount**: The AI's performance directly correlated with the quality and completeness of historical customer data
2. **Hybrid Approach Works Best**: AI excels at initial engagement and qualification, but human intervention remains crucial for complex sales
3. **Change Management is Critical**: Sales team required retraining to transition from "doers" to "AI supervisors"
4. **On-premise Deployment Builds Trust**: Customers responded more positively knowing their data remained within the company's control
5. **Incremental Scaling**: Starting with 3 markets before expanding to all 12 prevented overwhelm and allowed for optimization

Gan Jiang AI's on-premise solution provided HomeCraft with the competitive advantage of AI-powered sales while maintaining data sovereignty—a critical factor for companies operating across multiple regulatory environments.

About the Author

Linhua Zhong — Founder of 干将 AI / GanJiang AI, an AI Company OS for Chinese SMEs going global. 76 specialized AI employees automate 6 business workflows including outbound, content, and customer success.

Learn how 干将 AI works →