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AI Agent Governance & Cost Controls on Google Cloud

Google Cloud
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조회수 926회 · 좋아요 15 · 2026-10-09 📊 채널 정보 보기 ▶ 유튜브

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AI Agent Governance & Cost Controls on Google Cloud
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How do you scale AI agents without runaway token bills or borrowed human credentials? Natasha Balasubramanian, AI Product Marketing Lead at Google Cloud, unpacks our new cost and security controls: https://goo.gle/47cXmir

1. Smart Routing & Hard Spend Caps: Route tasks across Gemini, Claude, and Gemma (1/3 the cost, 4x the speed) while enforcing hard project budget ceilings across tokens and sandboxes in Google Cloud Billing.

2. Agent Registry: A central inventory to discover and govern every first-party, third-party, and custom agent.

3. Cryptographic Agent Identity: Dedicated machine credentials governed by least-privilege RBAC—so every action is logged under the agent's own identity, not a user's.

4. Isolated Agent Sandbox: Ephemeral VMs that isolate agent-executed code from your host network.

5. Agent Gateway & Observability: Real-time AI firewall blocking prompt injections and enforcing security policies with full trace telemetry