MongoDB

MongoDB is a document database often used in JavaScript-heavy application stacks.

Its flexible schema model is useful when records evolve quickly, but long-term projects still benefit from explicit validation rules to avoid inconsistent document structures.

For analytics and research pipelines, MongoDB is often paired with transformation steps that normalize nested documents before downstream analysis.

See also: ORM, Schemas, Models