A unified ecosystem from intent to verified outcomes. Studio, Execution Fabric, Capability Packs, Workbenches, and Cloud — orchestrated as one.
Platform Layers
Each layer adds capability. Together they form the complete engineering execution platform.
Three editions (Web, Desktop, Workbench). Three interaction modes (Explain-It, Do-It, Vibe). The engineer's entry point.
Agent-based orchestration. Plans, decomposes, routes, and verifies workflows across models, tools, and GPU infrastructure.
Versioned, self-contained bundles with MCP servers implementing 350+ capabilities. The unit of capability delivery and governance.
11 GPU-powered workstations: QGIS, FreeCAD, Meshroom, PyTorch, Nerfstudio — pre-configured with zero setup.
AI Infrastructure Orchestration above AWS/Azure/GCP. 8 compute tiers from T4 to 2xH100 with intelligent placement.
Every artifact with SHA-256 hash, full execution lineage, and designed for reproducibility. Audit-ready engineering outputs.
How workloads are orchestrated across GPU infrastructure
Autonomous AI agents that plan, execute, and verify
Security, compliance, and deployment control
Cloud to air-gapped — same workflows, any infrastructure
Nebula Studio Desktop
Real execution: intent to verified artifact. No mockups.
From intent to verified engineering artifact.