What commerce agents need
Commerce operations run on high-volume, exception-heavy processes: order intake, payment capture, picking and packing, shipping exceptions, returns, refunds, exchanges and the support tickets tied to all of it. An agent that has only seen generic retail text knows the vocabulary; an agent trained on real order records has seen how an order actually moves from checkout to delivery, and what happens when it doesn't.
What DataPaid supplies
DataPaid packages these operational records into datasets for AI training, sourced from established companies whose data qualifies:
| Data type | Examples | What it teaches |
|---|---|---|
| Order lifecycle records | Order states, timestamps, status histories | How orders move |
| Fulfillment workflows | Pick-pack-ship SOPs, exception queues, dispatch logs | How fulfillment runs |
| Returns and refunds | RMA records, refund approvals, reason codes | How reversals get resolved |
| Support tickets tied to orders | WISMO tickets, macros, resolution notes | How issues get fixed |
| Inventory exceptions | Backorder handling, restock workflows, order splits | How stock problems resolve |
| Commerce operations SOPs | Policies, playbooks, QA standards | How quality is enforced |
Personal information is removed where relevant before packaging.
How sourcing works
1. Tell us what your models need. Domains, task types, languages and the workflows your agents must learn.
2. We assemble the dataset. A DataPaid data advisor identifies fitting supply, and DataPaid licenses the data from the companies involved, removes personal information where relevant, and packages it for training use.
3. You license the dataset from DataPaid. DataPaid licenses the underlying data from the companies involved and handles preparation, so you work with DataPaid, not with each company.
Who this is for
Data teams building agents for commerce operations: order management, returns and refund automation, WISMO and post-purchase support, and fulfillment exception handling. The strongest fit is teams that need connected workflows, where an order, the fulfillment events it went through, the ticket it triggered and the refund form one complete lesson.
Frequently asked questions
What ecommerce order data can I license from DataPaid?
Operational and process records from ecommerce and retail teams: order lifecycle records, fulfillment and shipping workflows, returns and refund records, support tickets tied to orders, inventory exception records and commerce operations SOPs. Personal information is removed where relevant before packaging. DataPaid focuses on business operational records, not consumer profiles or payment card data.
Can we get connected order-to-refund records?
Yes. Connected records are the focus: an order together with the fulfillment events it went through, the support ticket it triggered and the refund forms one complete episode an agent can practice.
Who do we contract with?
DataPaid. You license the dataset from DataPaid; DataPaid licenses the underlying data from the companies involved.
Where does the data come from?
Established operating companies, typically 25+ office employees with documented processes and at least 70% English-language data, based in the U.S., Canada, the EU, the UK, Australia, New Zealand, India, Singapore, South Africa, Latin America, the UAE and Saudi Arabia. Every company is reviewed before its data qualifies.