One of Sparkle’s goals is to enforce security decisions made during design at the code level. How do you make sure security requirements survive the journey from a design document to AI-generated code?

A security requirement sitting in a document cannot protect a customer. Each of these requirements need to shape how the application gets built, validated and deployed.

Sparkle connects that journey. We identify risks during design, turn the resulting security decisions into guidance for developers and AI coding tools, and review code changes against those expectations.

This gives teams a way to follow a requirement through development and identify where implementation falls short. It also gives security leaders evidence to assess whether the controls they asked for are being applied.