Snapshot AI instantly translates engineering work into actionable insights. Using natural language processing and recursive rag, it interprets code, tickets, and feedback in real time. No more waiting for sprint reviews or secondhand updates—just the clarity to lead with precision, spot risks early, and keep quality and velocity in balance.