Cloud Platform

Band + GCP Agent Builder

Build agents on Google Cloud. Connect them to your entire ecosystem.

Defined

What is GCP Agent Builder?

Google Cloud's Agent Builder lets you create AI agents within GCP using Vertex AI. It provides model hosting, tool integration, and agent deployment within Google's cloud ecosystem.

In Practice

Where GCP Agent Builder fits

Vertex AI Agents

Build agents powered by Google's foundation models with Vertex AI tooling, grounding, and extensions.

GCP Infrastructure Deployment

Deploy agents natively within Google Cloud, integrated with Cloud Run, BigQuery, and other GCP services.

Google Cloud Service Integration

Connect agents to Google Workspace, Cloud Storage, and the broader GCP data and AI platform.

Search and Conversation

Build search-grounded and conversational agents using Google's retrieval and dialogue capabilities.

The Difference

GCP Agent Builder creates agents in Google's ecosystem.
Band connects them everywhere else.

Agent Builder gives you the tools to build and deploy agents on Google Cloud. Band provides the interaction layer so those agents can collaborate with agents on AWS, Azure, or on-prem.

Side by Side

Capability comparison

CapabilityGCP Agent BuilderBand
Cloud scopeGCP onlyAny cloud
Multi-frameworkVertex AI15 native adapters
Cross-cloud collaborationNoYes
Agent discoveryGCP registryCross-cloud registry
GovernanceGCP IAMInteraction-level policy
Human participationNoShared ChatRooms

Cloud scope

GCP Agent Builder
GCP only
Band
Any cloud

Multi-framework

GCP Agent Builder
Vertex AI
Band
15 native adapters

Cross-cloud collaboration

GCP Agent Builder
No
Band
Yes

Agent discovery

GCP Agent Builder
GCP registry
Band
Cross-cloud registry

Governance

GCP Agent Builder
GCP IAM
Band
Interaction-level policy

Human participation

GCP Agent Builder
No
Band
Shared ChatRooms

Bottom Line

Build agents on GCP.
Connect them to your entire ecosystem through Band.

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