AI Speed Meets Governance: How to De-Risk Rapid MVP Launches

Regulated teams are rightfully skeptical of AI-heavy delivery. We build governance into CARPA instead of bolting it on right before launch.

Traceability by default

Every artifact—requirements, prompts, generated code—links back to a signed change request. Our clients can answer who changed what and when without hunting through threads.

Automated QA copilots

We pair deterministic test suites with generative QA agents. The deterministic layer guards against regressions while the AI layer explores unknown edge cases. Findings roll into a single governance dashboard.

Human approval gates

CARPA never replaces accountable humans. Release managers and compliance leads have final sign-off, and our tooling gives them the evidence they need in minutes.

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