# As organizations move AI agents into production, the question remains: "how will we manage them?" Google and Amazon Web Services offer fundamentally different answers, illustrating a split in the AI stack.

*genai · news · 2026-04-22 · VentureBeat*

## Key points

- Google has unified its enterprise AI offerings under the Gemini Enterprise brand, rebranding Vertex AI.
- AWS's new AgentCore managed harness enables config-based agent setup using Strands Agents framework.
- State drift is emerging as a critical failure mode for long-running AI agents in enterprise workflows.
- Google focuses on governance and control via a Kubernetes-style platform, while AWS emphasizes deployment speed.

**Companies:** Google, Amazon Web Services, Anthropic, OpenAI
**Countries:** United States

[Read the full story on VentureBeat](https://venturebeat.com/orchestration/google-and-aws-split-the-ai-agent-stack-between-control-and-execution)

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