China → Europe · EV parts · catalog readiness
Turn a raw Chinese EV-parts catalog into a distributor-ready data package.
Upload a messy supplier export. Watch it become classified, risk-tagged and scored — with high-voltage components flagged for human review and the exact questions to send back to the supplier.
36
SKUs in demo catalog
12+
Taxonomy categories
0–100
Readiness scale
None
LLM key required
The pipeline
Messy catalog
CSV / XLSX — bad English, Chinese fragments, empty OEM
EV taxonomy
category · component group · part type
Risk tagging
HV / battery flags · human-review gates
Readiness 0–100
weighted data-quality score
Distributor-ready
normalized cards · missing-data report
What it is — and is not
Audit, not chatbot
A catalog-readiness and data-packaging tool — not a TecDoc competitor, not a VIN-fitment guarantor.
Risk-aware by default
Traction-battery, BMS, inverter and HV-cable parts are never auto-approved. They route to human review.
Hypotheses, not promises
All fitment is a hypothesis that requires validation, with a confidence score and the questions to ask the supplier.
Product boundary
The readiness score is a commercial data-quality score, not a safety or fitment guarantee. The tool never outputs verified fitment, guaranteed replacement, OEM-approved or VIN-compatible claims. Certifications are marked claimed until a document is actually provided.