Foundation Model Agents
Build agents powered by AWS foundation models with built-in orchestration and reasoning capabilities.
Build agents on AWS. Let them collaborate across every cloud and framework.
Defined
Amazon Bedrock Agents are a managed service for building agents within AWS using foundation models.
In Practice
Build agents powered by AWS foundation models with built-in orchestration and reasoning capabilities.
AgentCore wraps any framework — LangGraph, CrewAI, and others — with serverless hosting, memory, and tool access policy within AWS infrastructure.
AgentCore provides centralized tool access policy. Neither product governs agent-to-agent interactions, delegation chains, or provides cross-framework authority boundaries.
Both products support multi-agent coordination patterns within AWS. There is no native mechanism to connect agents outside AWS or across frameworks.
The Difference
Bedrock Agents provides the runtime for building and deploying agents within AWS. But even within AWS, there is no native way for agents to discover each other or coordinate. Band adds the interaction layer — connecting agents within AWS and across any cloud or framework.
Side by Side
| Capability | Amazon Bedrock / AgentCore | Band |
|---|---|---|
| Cloud scope | AWS only | Any cloud |
| Multi-framework | LangGraph, CrewAI, and others | 15 native adapters |
| Cross-cloud collaboration | No | Yes |
| Agent discovery | AWS-internal | Cross-cloud, cross-framework |
| Governance | AWS IAM + tool access policy | Interaction-level policy, delegation chains, audit |
| Human participation | No | Native: inspect, approve, override |
| Multi-agent coordination | AWS coordinator patterns | Multi-peer coordination |
| Memory | Short-term + long-term | Persistent per-space context |
Bottom Line