Private Marketplace is coming soon. This page describes planned functionality.
Private Marketplace
Find data. Not tickets.
An internal data catalog for your organization. Teams discover governed data products without filing tickets.
How it works
- Publish Virtual APIs to your private catalog
- Teams browse and discover available data
- Request access with self-service workflows
- Data owners approve (or auto-approve)
- Consume governed data immediately
virtual_api:
name: customer-analytics
source: customer-api
controls:
- type: tokenize
fields: [email, phone]
- type: redact
fields: [ssn]
marketplace:
visibility: internal
catalog:
team: Data Platform
tags: [customers, analytics, tokenized]
description: "Customer data for analytics. PII tokenized."
access:
approval: team_lead
auto_approve_for:
- team: Analytics
- team: Data Science
Internal discovery
Teams see a catalog of available data products:
| Virtual API | Owner | Tags | Access |
|---|
| customer-analytics | Data Platform | customers, tokenized | Request |
| order-history | Commerce | orders, sales | Auto-approved |
| product-catalog | Catalog Team | products, inventory | Open |
Self-service access
No more “can you send me that data?” tickets:
{
"request": "access_request",
"virtual_api": "customer-analytics",
"requester": "alice@yourcompany.com",
"team": "Marketing Analytics",
"use_case": "Customer segmentation analysis",
"status": "pending",
"approver": "data-platform-leads@yourcompany.com"
}
Approval workflows
Manual approval
Data owner reviews each request:
access:
approval: manual
approvers:
- data-platform-leads@yourcompany.com
Team-based auto-approval
Trusted teams get instant access:
access:
auto_approve_for:
- team: Analytics
- team: Data Science
- team: Finance
Role-based access
Map to your identity provider:
access:
auto_approve_if:
role: data_analyst
Use cases
| Use case | Description |
|---|
| Analytics self-service | Data scientists query without waiting on engineering |
| Cross-team data sharing | Redacted and tokenized, no custom pipelines |
| New hire onboarding | Discover available data from day one |
| Data owner visibility | Approve access, monitor usage, maintain control |
End clone-and-scrub
Before Private Marketplace:
- Analyst asks engineer for data
- Engineer exports, scrubs PII manually
- Analyst gets stale, one-time snapshot
- Repeat for every request
With Private Marketplace:
- Analyst browses catalog
- Requests access (auto-approved)
- Gets live, governed data
- Self-service forever
Leak prevention
Schema monitoring catches PII exposure before it happens:
{
"alert": "internal_access_risk",
"virtual_api": "customer-analytics",
"issue": "New field 'backup_email' not covered by tokenization",
"detected_at": "2025-01-15T10:30:00Z",
"action_required": "Review and apply control"
}
Next steps
