Data layer

The shared foundation. Requirements, test cases, execution results, defects, and release history in one traceable system. Every AI action is auditable here.

AI execution layer

Generates tests, self-heals broken scripts, scores release risk, and surfaces coverage gaps — all within human-approved guardrails.

Access layer

Every role sees quality data shaped for their workflow — from full test suites for QA to release readiness dashboards for leadership.