Case Study
Support Triage Automation with OpenClaw
A support-heavy SaaS team needed faster ticket triage with strict privacy constraints.
Constraints
- No customer data in third-party SaaS
- Small engineering team
- Need rollback safety
Intervention
- Deployed OpenClaw with retrieval and role-based permissions
- Added eval checks and audit trails
Results with metrics
- 31% faster ticket routing
- 23% reduction in repetitive manual actions
- Improved incident traceability
Lessons and next steps
- Define tool permission boundaries first
- Measure baseline before rollout