What finance agents need
Finance work runs on cycle-driven, controls-heavy processes: invoice intake, matching, approvals, reconciliation, month-end close, audit support and reporting. An agent that has only seen generic accounting text knows the vocabulary; an agent trained on real finance records has seen how an invoice actually moves from receipt to payment.
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 |
|---|---|---|
| AP and AR workflow records | Invoices, approval chains, payment status histories | How money moves |
| Reconciliation records | Matched transactions, exception queues, adjustments | How discrepancies get resolved |
| Month-end close | Close checklists, task sequences, sign-off logs | How the close gets done |
| Finance SOPs | Controls documentation, playbooks, policy guides | How quality is enforced |
| Billing records | Rate cards, invoice narratives, credit memos | How work gets billed |
| ERP workflow records | Journal entry workflows, approval routings | How systems enforce process |
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 finance workflows: invoice processing, reconciliation, close management, audit support and spend review. The strongest fit is teams that need connected workflows, where an invoice, the approval it went through, the payment and the reconciliation entry form one complete lesson.
Frequently asked questions
What financial operations data can I license from DataPaid?
Operational and process records from finance teams and accounting departments: accounts payable and receivable workflow records, reconciliation records, month-end close checklists, finance SOPs, billing records and ERP workflow records. Personal information is removed where relevant before packaging. DataPaid focuses on business operational records, not consumer banking or personal financial data.
Can we get connected procure-to-pay records?
Yes. Connected records are the focus: an invoice together with the approval chain it went through, the payment and the reconciliation entry 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.