Matillion has positioned Maia as an AI Data Automation platform designed to help data teams build data products at scale without manual constraints. The platform combines AI agents, governance capabilities, and enterprise infrastructure aiming to reduce manual data work by over 90% and accelerate delivery from weeks to hours.