Voxel51 launches 3.0 unified data platform for physical AI

Voxel51 introduced Voxel51 3.0, an end-to-end multimodal data platform for physical AI combining search, curation, annotation and evaluation. It adds hybrid search on LanceDB, time-series support, an agent built on 45+ MCP tools, and free self-service access at app.voxel51.com.

• Platform unifies search, annotation and evaluation in one system
• Agent built on 45+ MCP tools and 80+ operators
• Time-series support with segment-level embeddings for long recordings
• Cost differences across models reach up to 15x for the same tasks