Background
Outbound ticket businesses see steep peaks, frequent rescheduling, and heterogeneous rules. Legacy OTA systems bottleneck on manual handling — slow response, high error rate.
Core capabilities
- Natural-language order entry: customer or agent describes the intent in one line
- Live rule parsing: carrier fare classes and change policies interpreted in real time
- Full-trail audit: every step from intent to ticket is traceable
- Multilingual service: CN/EN plus minor languages auto-handled
Typical customers
Cross-border e-commerce, trading companies, travel service providers. One outbound customer lifted agent productivity 4× and cut monthly error rate from 2.1% to 0.25% in the first 3 months.
Deployment
On-prem to customer network, integrated with GDS / NDC / direct airline channels. Runs on OpenClaw / Hermes / our own orchestrator.

