Product & Catalog Data Cleanup
Structured cleanup for product records, catalog files, CSVs, SKUs, variants, and attributes before they reach a live system.
E-commerce operations, made dependable.
Clean data.
Safer migrations.
Simpler workflows.
I help small e-commerce teams bring order to product data, migration QA, and repetitive operational work.
Current services
Practical help for operational friction.
Shopify Migration QA
Focused checks for catalog and migration risks, including import readiness, redirect review, and clear sign-off documentation.
Small Workflow Automation
Scoped improvements for repetitive operational work where a simple, maintainable workflow can reduce manual handling.
Working approach
Small scope. Clear output.
The focus is useful operational work: understand the input, isolate the risk, complete the agreed scope, and leave behind a result that can be checked.
Scoped
A defined problem, a clear deliverable, and no unnecessary build-out.
Hands-on
Work is handled directly by Kai as an independent operator.
Traceable
Inputs, decisions, exceptions, and outputs stay clear enough to review.
Demo work
How a small engagement can look.
The examples below are fictional demonstrations of scope and output. They are not customer work or case studies.
Catalog Preflight Review
A fictional supplier CSV is checked for missing identifiers, duplicate SKUs, variant inconsistencies, and import-risk rows before a store update.
Illustrative output: a prioritized review list and concise handoff summary.
Migration Redirect QA
A fictional old-to-new URL map is reviewed for missing redirects, chains, and technically valid destinations that point to the wrong business page.
Illustrative output: a risk-coded QA report and sign-off summary.
Contact
kai@kaixingworks.com
For product data cleanup, migration QA, or a small workflow project, email me directly.