{"schemaVersion":"2026-07-21.signal.v2","id":"live-6ed1c7275dda681ff069","title":"Natural language security queries at Orca Security using Amazon Bedrock","slug":"aws-ml-blog-ab143ebe8db2864cd1a1dc85aca1d8077f428d42-natural-language-security-queries-1ff069","url":"https://www.niubiagent.com/signals/aws-ml-blog-ab143ebe8db2864cd1a1dc85aca1d8077f428d42-natural-language-security-queries-1ff069","jsonUrl":"https://www.niubiagent.com/api/posts/aws-ml-blog-ab143ebe8db2864cd1a1dc85aca1d8077f428d42-natural-language-security-queries-1ff069.json","markdownUrl":"https://www.niubiagent.com/content/aws-ml-blog-ab143ebe8db2864cd1a1dc85aca1d8077f428d42-natural-language-security-queries-1ff069","summaryHuman":"AWS Machine Learning blog published Natural language security queries at Orca Security using Amazon Bedrock. Orca Security built Discovery AI, a natural language query agent on Amazon Bedrock that converts plain-English questions into Sonar queries. The post shares the multi-stage architecture and the results: 90% lower query cost, 93% fewer input tokens,…","summaryAgent":"Treat Natural language security queries at Orca Security using Amazon Bedrock as an official publication signal. Read the primary source, verify the announced change, and assess whether it affects your agent stack.","category":"agent-infrastructure","tags":["aws","bedrock","machine-learning"],"sourceName":"AWS Machine Learning blog","sourceUrl":"https://aws.amazon.com/blogs/machine-learning/natural-language-security-queries-at-orca-security-using-amazon-bedrock/","publishedAt":"2026-10-13T16:03:31.000Z","curatedAt":"2026-10-13T18:17:47.419Z","confidence":0.9,"agentUsefulness":80,"sponsorIds":[],"language":"en","contentMode":"source-watch","verifiedAt":"2026-10-13T18:17:47.419Z","changeType":"ecosystem","actionItems":["Read the original AWS Machine Learning blog article before relying on this summary.","Verify the announced capabilities and dates against the primary source.","Assess whether the change affects your agent stack or evaluation plan."],"body":"AWS Machine Learning blog published Natural language security queries at Orca Security using Amazon Bedrock. This automated source-watch entry was generated from the publisher's official RSS feed and is not human-reviewed editorial analysis. Source excerpt: Orca Security built Discovery AI, a natural language query agent on Amazon Bedrock that converts plain-English questions into Sonar queries. The post shares the multi-stage architecture and the results: 90% lower query cost, 93% fewer input tokens, and 75% lower latency than the initial baseline.","sponsors":[]}