How nOps shipped FinOps agents 75% faster with Amazon Bedrock AgentCore

nOps, an AI-powered cloud optimization solution, has successfully transitioned its FinOps analytics capabilities to Amazon Bedrock AgentCore, resulting in a 75% faster shipping of FinOps agents. The new architecture, centered on Bedrock AgentCore, Databricks Metric Views, and Databricks Lakebase, has improved response quality, reduced operational complexity, and enabled the team to focus on domain logic rather than infrastructure. This transition has allowed nOps to better serve its customers, who manage over $4 billion in cloud spend. The practical implication for engineers building AI systems is that using a purpose-built architecture like Amazon Bedrock AgentCore can significantly accelerate product delivery and improve system reliability.

⚡ Key Takeaways

• nOps shipped FinOps agents 75% faster with Amazon Bedrock AgentCore.
• The new architecture uses Databricks Metric Views for governed analytics semantics and Databricks Lakebase for durable application state.
• Amazon Bedrock AgentCore provides a managed agent runtime, built-in memory, and orchestration, with the freedom to use any framework or model.
• The solution uses Strands and allows for evolving model choices without switching services.
• The end-to-end architecture is designed to scale with demand, produce accurate answers, and allow developers to ship faster.

The transition to Amazon Bedrock AgentCore has enabled nOps to improve its FinOps analytics capabilities, resulting in faster and more accurate responses for its customers. This has significant implications for engineers building AI systems, as it demonstrates the importance of using purpose-built architectures to accelerate product delivery and improve system reliability.

✅ Practical Steps

1. Transition FinOps analytics capabilities to Amazon Bedrock AgentCore to improve response quality and reduce operational complexity.
2. Use Databricks Metric Views for governed analytics semantics and Databricks Lakebase for durable application state.
3. Leverage the managed agent runtime, built-in memory, and orchestration provided by Amazon Bedrock AgentCore.

Want the full story? Read the original article.