Enterprise Review Platform

Problem

Code review quality depends on repository context, dependencies and project-specific standards that general-purpose assistants do not automatically understand.

Direction

A staged review pipeline can prepare context, select models by task and produce recommendations while keeping engineers responsible for the final decision.

Constraints

• Enterprise security
• Cost and latency
• Legacy codebases
• Explainable feedback
• Incremental adoption