ReviewPilot — AI-Native Product Risk Review Workbench for Consumer App Teams

The Problem

For many digital product teams, the painful part of launch now happens before users ever see the feature.

Teams must answer questions like:

• does this surface affect minors or sensitive users?
• are we collecting new data or permissions?
• do store declarations need updating?
• what reviewer instructions or test credentials are required?
• what policy applies to content, ads, or user communications?
• what mitigation is needed before release?

Today, this is still often handled via scattered docs, Jira tickets, policy links, screenshots, and legal review comments arriving late in the cycle.

That worked when product complexity was lower. It breaks when teams ship continuously.