Google Cloud outlines a three-layer agent architecture for biotech drug discovery

Google Cloud describes a three-layer design for biotech AI agents that separates a Gemini-based orchestrator from GPU execution on GKE and a governance layer.

The execution layer runs ESMFold for protein folding and GenMol for generative design as NVIDIA NIMs on G4 VMs with RTX PRO 6000 Blackwell GPUs.

Proprietary structural data stays inside a private VPC, with agents passing object URIs rather than raw coordinates.