Vinci builds operator intelligence infrastructure that modern hardware programs rely on, with a single foundation model deployed across industries on realistic production workloads. They are a Series A company with 45TB+ of physics data, running billion-voxel inference inside Tier-1 semiconductor environments.
Own the architectural evolution of the operator foundation model, designing transformer variants for spatial domains and scaling distributed training beyond 45TB datasets.
Architect trillion-voxel inference systems that balance memory, compute, and communication with production-grade stability.
Ship expanded operator capabilities into production, increasing simulation throughput by 100x across global, multi-entity deployments.