Care Diagnostic Agent

Purpose

Provide fast, first-line troubleshooting for after-sales service by diagnosing likely defects from product images and service/repair data and producing actionable repair recommendations.

Primary users

• After-sales support and care agents
• Service desk / triage teams
• Repair coordinators and field service operations

Where it fits (process/stage/trigger)

• Triggered when a customer case is opened with product photos and initial service information
• Used during triage before escalation to specialized technicians or repair centers
• Supports routing decisions (e.g., remote fix vs. depot repair vs. replacement)

Key capabilities / workflow

• Analyze product images and repair history to detect defect patterns
• Validate whether provided inputs are sufficient for diagnosis
• Identify likely defects and estimate diagnostic confidence
• Recommend repair actions, required parts, and optimal routing path

Inputs

• Product images
• Repair history (and associated service data, if available)

Outputs / Deliverables

• Repair recommendations (actions to take, parts to prepare, and routing guidance)
• Notes on confidence and what additional information is needed when the case cannot be resolved at first pass

Value

• Reduces turnaround time by accelerating triage and standardizing first-level diagnosis
• Improves customer experience through faster, more consistent guidance
• Helps ensure the right parts and routing decisions are prepared early, reducing rework and repeat handling