How is the cost of AI integration calculated?

We place the highest priority on data security and client privacy. During AI integration, we deploy on-premise private small AI models for our clients. All sensitive data is first encrypted and anonymized according to the client’s requirements. Only the anonymized data is then passed to the AI for analysis. This approach ensures that no personal or sensitive information is exposed or identifiable throughout the process.

It typically takes 4 to 8 weeks depending on system complexity. We start with a requirements assessment (completed within 1 week), followed by a detailed integration plan. Most clients see initial results within 6 weeks.

Highly compatible. We support major ERP, CRM, OA systems, databases, and APIs (including SAP, Oracle, Salesforce, Microsoft Dynamics, Yonyou, Kingdee, etc.). A technical compatibility assessment is conducted before integration.

Our AI models typically achieve 90%–98% accuracy in client-specific scenarios. We implement human-in-the-loop verification and continuous learning, allowing the AI to become more accurate over time with your feedback.

We provide full-year maintenance services, including model optimization, security updates, and performance monitoring. Clients can also choose self-maintenance — we will provide complete technical documentation and training.

No major changes to daily operations are required. We keep the original system interface and only add AI assistance features. We also provide 1–2 days of practical training to help your team get started quickly.