Managed model catalog on Google Cloud by Google Cloud

Vertex AI Model Garden

Curated foundation models on Vertex AI, served inside the Google Cloud perimeter.

01 What is it?

Vertex AI Model Garden is Google Cloud's curated catalog of foundation and open-source models, served on Vertex AI with managed endpoints, evaluation tools and fine-tuning. It is the central catalog for any team standardising AI on Google Cloud.

02 Why implement it?

Curated catalog of first-party, partner and open-source models
Managed endpoints with autoscaling and observability
Native fine-tuning, distillation and evaluation
VPC Service Controls and Cloud Audit Logs everywhere
Strong compliance posture across regions

03 How I help

I help teams choose the right model for each workload, design the endpoint topology, configure VPC-SC perimeter and Model Armor, and integrate with the rest of your observability and audit stack.

04 Expected deliverables

Model selection matrix per workload
Endpoint deployment and approval workflow
VPC Service Controls and security perimeter
Observability and audit integration
Cost and governance review

Ready to implement? Initial scoping call, typically 30 minutes, no commitment.

contact@jeremycanale.com