HyperTeamsCustomer Support
Customer Support Automation
From inquiry triage to reply, automated
A case where AI auto-classified and responded to customer inquiries for a finance/telecom enterprise.
The Problem
Enterprise customer centers must process a vast number of inquiries daily. A large staff handles everything from simple FAQs to complex complaints, but response quality and speed are inconsistent.
- Manual classification/response for customer inquiries (email/messenger/web chat)
- Long response times and a high error rate
- Large staff consumed
- Inefficiency from repeated responses to same questions
iPaaS Solution
iPaaS platform can build complex workflows no-code. AI classifies inquiries, immediately handles auto-responders, and only passes complex ones to staff. Integration with existing systems (CS platform, ERP, etc.) is key.
- AI Agent: LLM classifies inquiries (FAQ matching/priority)
- Workflow: Messenger → auto-response → CS ticket → ERP integration
- Integration with existing systems through connectors
- Route only exception cases to humans
Tech Stack
- iPaaS
- LLM
- CS Platform
- ERP Integration
Lessons Learned
- 1Customer support is a representative application area for AI automation
- 2Key is structure where 'only exceptions are handled by humans', not full automation
- 3System integration (connectors) determines success or failure
Want to apply this kind of automation to your own work?
Contact our AX consulting team for a customized solution.