Agent-Infrastructure

Amazon Bedrock Agents is the right foundation when an AWS-native workflow needs bounded multi-step tool use—not merely retrieval and response—and the team can define allowed actions, evidence, human approvals, and a rollback path. Use amazon bedrock agents for controlled orchestration across AWS systems; use Knowledge Bases alone for retrieval-and-response; consider AgentCore or a custom framework when runtime control or portability is an explicit requirement. AI automation & engineering Have a workflow that should not be manual? ...

Google agentic ai vertex is a procurement and operating-model decision, not a product-label decision: before standardizing on Google’s agent stack, decide who will own the runtime, permissions, evidence, exception queue, and pilot acceptance criteria for one workflow. Google presents Gemini Enterprise Agent Platform as its enterprise agent platform, while current documentation still uses Agent Builder and related Google Cloud components; verify the current component scope and availability in the platform overview before committing architecture or spend. ...