AWS Machine Learning Blog· Deniz Yilmaz·· 3 d ago
Natural language security queries at Orca Security using Amazon Bedrock
Natural language security queries at Orca Security using Amazon Bedrock
AI 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.
Selection record
Threshold 60Official, first-handFirst 22Second 34
Not admittedSum of both 56 < twice the threshold 120
- Source tier
- Official, first-hand; this tier's threshold is 60
- Pre-filter
- passed：正文详述基于Amazon Bedrock的自然语言查询AI系统架构与评测
A model scores each item twice, independently, against one written standard, out of 100. An item is admitted only when the two scores add up to twice the threshold. The threshold is set per source tier.
Source: AWS Machine Learning Blog · aws.amazon.com