Many teams bolt vector search onto databases as an afterthought. It looks fast, but it builds fragility and technical debt. FlexVertex embeds vectors natively, as first-class objects with governance and security built in. The result is AI infrastructure that scales cleanly, without brittle patches or costly rewrites.

Most query languages weren’t built for AI. They flatten data into static records, requiring glue code for relationships. Voyager enables native traversal across embeddings, documents, and objects, preserving context. The result is faster insights, lower technical debt, and AI results that enterprises can actually trust.