Bolt-On Vectors = Technical Debt: Fragile Fixes vs. Scalability

Many teams bolt vector search onto databases as an afterthought. It delivers quick wins but introduces hidden fragility, fragmented state, and long-term technical debt. FlexVertex embeds vectors natively as first-class objects within a connected, transactional substrate. The result is AI infrastructure that preserves context, enables state reproducibility, and scales cleanly—without brittle pipelines or costly rewrites.