We implemented a Postgres database to manage metadata including brands, assets, tokens, voice rules, prompts, and user roles. All heavy assets such as logos, photography, templates, and documents are stored in object storage and linked via secure file keys. The database handles versioning, approval states, tagging, and role-based access controls.