Professional records
Role, organization, location, seniority, and other approved public fields in a consistent schema.
STRUCTURED BUSINESS DATA
Public business records.
Ready for your workflow.
Standardized company and professional records for data products, research teams, and enrichment workflows. Review a documented sample first, then scope a paid pilot by API or batch delivery.
- Formats
- CSV / JSONL / Parquet
- Delivery
- API or batch
- Access
- Reviewed pilot
DELIVERY STATUS READY FOR REVIEW
MS
Professional recordrecord_01J2...7KQ
QualifiedCurrent roleVP, Revenue Operations
LocationToronto, Canada
CompanyNorthstar Systems
Source timestamp2026-08-19T14:22Z
QUALITY CHECKS4 / 4 passed
Schema valid Required fields Duplicate review Timestamp present
Every delivery is scoped to a reviewed use case.
Standardized Quality checked Time marked De-duplicated
PRODUCT SURFACES
Choose the way your team works with the data.
01
Datasets
Defined company and professional record sets with a field dictionary, delivery manifest, and format options.
Inspect sample fields → 02API
Scoped access for approved accounts, with documented inputs, pagination, timestamps, and actionable errors.
Read the API shape → 03Refresh programs
Recurring review for an approved set of entities, with change-aware delivery and a quality checkpoint.
See the pilot path →RECORD FOUNDATION
A smaller gap between request and usable data.
DataRecord starts with public professional and company information, then applies a shared record shape, timestamps, quality checks, and duplicate handling before delivery.
See the API shapeCompany records
Company attributes and observable changes for enrichment and research workflows.
Batch delivery
Filtered deliveries in CSV, JSONL, or Parquet, with a delivery manifest and field notes.
Refresh programs
Recurring review for approved entities, with change-aware delivery and quality reporting.
USE CASES
For teams that need to account for every record.
01
Data enrichment
Bring normalized public business records into an existing product, warehouse, or review queue.
Match on approved identifiers →02
Market research
Study company and workforce signals with dated records and documented field coverage.
Track a defined segment →03
Workforce analysis
Support approved hiring and workforce research with a repeatable delivery format.
Review market movement →SAMPLE DATA
Inspect the record before you request it.
| Field | Type | Example | Notes |
|---|
No sample fields match that filter.
Sample values are fictional. Final fields, coverage, and refresh terms are agreed before a pilot starts.
Open sample packageRESTRICTED API
Clear inputs. Explicit outputs.
Approved accounts receive scoped credentials, documented limits, and records with source and refresh timestamps. Batch delivery remains available when an API is not the right fit.
Scoped credentials Cursor pagination Actionable errors
Read API reference ENGAGEMENT
Start with evidence, then scope the work.
Each request is reviewed before a paid pilot. The record definition, volume, delivery method, refresh terms, and commercial terms are agreed in writing.
01
Evaluation sample
A small fictionalized or approved sample to inspect the schema, format, and field notes.
- Field dictionary
- Delivery format review
- Use-case qualification
02
Paid pilot
A defined delivery with an agreed record shape, acceptance terms, delivery date, and quality report.
- Approved data category
- Delivery manifest
- Commercial terms
03
Ongoing delivery
For teams with a validated pilot and a documented refresh, batch, or API requirement.
- Batch or API delivery
- Refresh cadence
- Usage review
COMPLIANCE
A data product needs clear limits.
Access starts with the requested use case, data category, region, and retention needs. We review each pilot before data is delivered.
Public-source review
Data categories and delivery terms are assessed before access is granted.
Customer responsibility
Customers must have a permitted use, a lawful basis, and controls appropriate to their region.
Restricted uses
No contact guessing, high-risk personal decisions, or prohibited use cases.
Deletion requests
Requests and appeals have a documented route through the pilot contact.
PILOT ACCESS
Bring the use case.
We will scope the data.
Tell us the fields, delivery preference, and budget range you need to validate. We will reply with sample availability and a pilot scope.