Primary users
- Returns operations
- Customer support
- Warehouse teams
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CommerceSolution blueprint
Returns Triage Assistant
Classifies return reasons and routes cases according to policy and product context.
Intended outcome
Faster return handling and better structured reason data.
Success measures are selected during discovery and validated against available baseline data. This blueprint does not promise a universal performance result.
Operating workflow
How the solution works
Capture order and return reason
Classify the issue
Check approved policy rules
Route routine and exception cases separately
Integration scope
Systems this may connect to
Order managementCommerce platformReturns systemPolicy repository
Specific vendors, APIs, permissions, data contracts, and rate limits are confirmed before implementation.
Delivery
What an implementation includes
Discovery and workflow map
Users, current process, data sources, decision boundaries, exceptions, and measurable success criteria.
Solution design
Architecture, model and retrieval choices, interfaces, integrations, permissions, and human review points.
Configured implementation
The agreed application experience, automation logic, prompts, data flows, and operational controls.
Validation and handover
Representative testing, deployment documentation, administrator guidance, and prioritized improvement backlog.
Scope this solution
Adapt Returns Triage Assistant to your process and systems.
Share the current workflow, users, data sources, decision boundaries, and systems that must connect. Surutech will propose a practical implementation scope without inventing capabilities or performance claims.