Shared infra without shared roadmaps

Shared infrastructure is the studio's biggest leverage — and its biggest risk. Done wrong, it becomes a bottleneck. Done right, it compounds speed across every product line.

We treat platform services like open-source libraries: versioned, documented, and opt-in. Datavium handles data pipelines. OpsCortex runs deployment and observability. Vectornest manages embeddings and retrieval. Products adopt what they need and fork what they do not.

The rule is simple: no product's launch date depends on another team's sprint. Platform teams publish on their cadence; product teams pin versions and upgrade when ready. That decoupling is what makes thirty-five parallel roadmaps possible.