Business focus
Service agents triage tickets, enrich context, and resolve repetitive requests while specialists receive the complex cases.
Automate support without losing accountability.
Service agents triage tickets, enrich context, and resolve repetitive requests while specialists receive the complex cases.
Operational impact
Service agents triage tickets, enrich context, and resolve repetitive requests while specialists receive the complex cases.
Orchestration logic
Intake: Email, portal, and chat requests are captured. Classify: The agent identifies intent, risk, and needed data.
Control frame
Approval for refunds and concessions · Logged customer communication · Rules for sensitive customer data
How orchestration works
Not a single prompt, but a controlled sequence with roles, rules, and handovers.
1
Intake
Email, portal, and chat requests are captured.
2
Classify
The agent identifies intent, risk, and needed data.
3
Resolve
Standard cases are handled automatically.
4
Handover
Complex issues go to humans with full context.
Controls that matter in production
This is where production-grade orchestration separates itself from demo automation.
- Approval for refunds and concessions
- Logged customer communication
- Rules for sensitive customer data
- Measured resolution time and CSAT
Start potential analysis
Service agents triage tickets, enrich context, and resolve repetitive requests while specialists receive the complex cases.
Start potential analysis
If you want to prioritize a real process, a few clear inputs are enough for a strong first assessment.