{
  "id": 14240466,
  "title": "Natural language security queries at Orca Security using Amazon Bedrock",
  "url": "https://urgent.news/2026/10/13/natural-language-security-queries-at-orca-security-using-amazon",
  "topic": "ai",
  "section": "AI",
  "published": "2026-10-13T16:03:31.000Z",
  "source": {
    "name": "AWS Machine Learning",
    "slug": "aws-machine-learning",
    "url": "https://aws.amazon.com/blogs/machine-learning/natural-language-security-queries-at-orca-security-using-amazon-bedrock/"
  },
  "original_language": "en",
  "account": "Security analysts often struggle to quickly access cloud infrastructure data without extensive knowledge of specialized query languages. To address this, Orca Security partnered with AWS to develop Discovery AI, a natural language query agent on Amazon Bedrock. This system converts natural language questions into structured Sonar queries for fast, secure cloud analysis. By implementing a nine-stage pipeline on Amazon Bedrock, Orca achieved a 90% reduction in query costs, 93% decrease in input tokens, and 75% improvement in latency compared to their original system.",
  "summary": "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.",
  "key_points": [],
  "editors_take": null,
  "illustration": null,
  "coverage": {
    "outlets": 1,
    "also_reported_by": []
  },
  "ai_generated": true,
  "disclaimer": "Summaries, key points and the editor’s take are written by software from other outlets’ reporting and may contain errors — always check the linked original."
}