Commerce Data Rights Proxy (CDRP)
9/10
Demand Score
Teams are blocked from data needed for operations and analytics while compliance risk grows due to over-permissive access and data copies ahead of audits.
8/10
Blue Ocean
Competition Level
$800-5k
Price/Month
Predicted customer spend
75 days
Time to MVP
Difficulty: Hard
The Problem
Data and permissions limitations:
Competitor Landscape
- Shopify User Roles
- Magento ACL
- BigID
- Immuta
- Okta
- OneTrust DataGovernance
- Segment Permissions
Must-Have Features for MVP
Attribute- and row-level policies (OPA/Wasm)
Just-in-time access with Slack/Teams approvals
Virtualized Postgres/GraphQL with dynamic masking
Webhook payload filtering and PII scrubbing
Consent/purpose ledger and full audit trail
Secrets-free ephemeral credentials
IdP role sync (SCIM/SAML/OIDC)
Anomaly detection on data access patterns
No-copy BI connectivity (dbt/Looker/Power BI/Snowflake)
⚠️ Potential Challenges
- Platform API rate limits and webhooks volume
- Ensuring masking doesn’t break downstream apps
- Data residency and cross-border transfer constraints
- Maintaining low latency at scale
- Change management for access workflows
Risk Level: Moderate
🎯 Keys to Success
- Access approvals under 5 minutes on average
- >90% reduction of PII in logs and data copies
- No added latency to checkout/API critical paths
- Audit-ready reports for SOC2/ISO27001/GDPR
- Analyst/vendor onboarding time reduced by 70%
Ready to Build This?
This hard-difficulty project could be your next micro-SaaS success.