Software Supply Chain
Curate what enters the AI environment — including the models.
Libraries, containers, kernels, MCP server implementations and models all introduce supply-chain risk. The architecture should reduce exposure before artefacts ever reach exploration or production.
Users
GitOps interface
Immutable images
Time-based quarantine
Dependency locking
Tiered approval with corresponding data access
Artifact signing
Integrity signature validation
Artifact request via workflow
SBOM generation
Integrity verification
Known-malware hash matching
Component version vulnerability lookup
Demotion
Python libraries
Source packages
Wheels
Containers
Notebook kernels
Application runtimes
Instrumentation sidecars
Inference runtimes
Training runtimes
Base images
Approved models
Foundation
Fine-tuned weights
Embedding
LoRA
Quantized versions
Tokenizers