Licensing operational data for staffing agencies
Staffing agencies run complex, high-volume workflows: job orders, candidate pipelines, placements and shift coverage. Here is what may be valuable to AI buyers, and which buyers fit.
Updated October 20, 2026
Records that may be valuable
- Job orders and requisitions
- Pipeline stages and placement histories, with personal details removed
- Shift scheduling and fill records
- Client communications and escalations
- Timesheets and billing
- Onboarding and compliance workflows
Common systems they live in
- Bullhorn
- Avionté
- Salesforce
- HubSpot
- QuickBooks
- Scheduling tools
Why buyers care
Matching people to work involves constant judgment: prioritizing orders, filling last-minute shifts, handling client escalations. Those workflows are the kind of multi-step work buyers describe wanting.
Which buyers fit, by company size
Based on each buyer's published minimums. Location and years in operation also matter, so use the checker for an exact match.
| Company size | Buyers you may qualify for |
|---|---|
| Fewer than 20 employees | No buyer with a published minimum yet. The General Data Company and Scale AI publish no minimum. |
| 20 to 29 employees | Nyne (US companies) and Handshake AI (3+ years in operation) publish minimums you may meet. |
| 30 to 49 employees | micro1 is added, alongside Nyne and Handshake AI. |
| 50 or more employees | Mode's minimum for most industries is 50, so all six buyers may be open to you. |
How we're paid. Some links on this site are referral links. If you apply through them or we introduce you, the buyer may pay Lab Source Data a referral fee. You pay nothing. Full disclosure
Privacy comes first
Staffing data is heavy with personal information. Candidate and employee names, contact details, resumes, pay rates and identification numbers must be removed, so get the buyer's anonymization process in writing and have counsel review it early. Our licensing guide lists the questions to ask any buyer.
See your exact matches. The checker opens with your industry already selected.
Questions from staffing companies
Isn't candidate data too sensitive?
Personal information must be removed, and some records may be out of scope entirely. The value is usually in the workflow, such as how orders are filled and escalations handled, rather than in who the candidates are.
Do we need to export anything to apply?
No. Applying requires basic company information. Data is scoped only after a buyer reviews fit and you sign an agreement.
Do our client agreements matter?
They might. Some client agreements limit how their data can be used. Have your counsel check before you share anything.
Other industries: Field services Logistics and freight