Returns Investigator

Investigate product returns by variant and batch and identify evidence-backed improvements for your e-commerce store.

Supply product data, deliveries, return records and measurement definitions. Using available product information and warehouse inspections, the agent investigates patterns by product, variant or size and batch. Get traceable rates, uncertainties, hypotheses with counter-evidence and concrete improvement proposals for your e-commerce team.

Start with START-HERE.md. The Dutch-language setup establishes your products, return definitions, sources, permissions and triggers. Recent deliveries and duplicate records are assessed separately. A customer reason is not a proven cause. You review the proposals; the package includes no live store connection, automatic monitoring or return processing.

What you get

Instructions, guided business setup, examples, acceptance tasks and setup guides.

Workflow

Your own files and measurement definitions, in an environment that can read the complete export and run calculations. No preconfigured calculation engine.

Apps

Package contents and practice input checked. Guides for Codex, Claude, ChatGPT and Hermes; fresh model session, recipient task and native installation not yet tested.

Version and language

1.0.0 · Dutch · released

Your AI app and optional connections may cost money. This package does not grant account access. App-specific setup is documented; full compatibility has not yet been tested.