What legal agents need
Legal work runs on deadline-driven, precedent-heavy processes: matter intake, conflict checks, drafting, review cycles, approvals, filings and billing. An agent that has only seen generic legal text knows the vocabulary; an agent trained on real matter records has seen how a draft actually moves from first pass to final sign-off.
What DataPaid supplies
DataPaid packages these operational records into datasets for AI training, sourced from established firms whose data qualifies:
| Data type | Examples | What it teaches |
|---|---|---|
| Matter workflow records | Intake forms, task lists, status histories | How matters move |
| Drafting and review | Document versions, redlines, approval chains | How drafts get finalized |
| Practice SOPs | Checklists, playbooks, style guides | How quality is enforced |
| Billing narratives | Time entries, invoice narratives, write-downs | How work gets described |
| Matter management | Calendars, deadline logs, closing checklists | Sequencing and diligence |
| Knowledge bases | Precedent libraries, internal wikis | Institutional know-how |
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 legal workflows: drafting support, document review, matter management, billing review and diligence. The strongest fit is teams that need connected workflows, where a task, the document behind it, the review it went through and the final outcome form one complete lesson.
Frequently asked questions
What legal data can I license from DataPaid?
Operational and process records from legal practices: matter workflow records, drafting and review workflows, practice SOPs, billing narratives, matter management records and knowledge bases. Personal information is removed where relevant before packaging. DataPaid focuses on operational and process records, not privileged client communications.
Can we get connected matter records?
Yes. Connected records are the focus: a drafting task together with the document behind it, the review it went through and the final approved version 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 and firms involved.
Where does the data come from?
Established operating companies and firms, 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.