# Amazon — Natural language security queries at Orca Security using Amazon Bedrock

- Company: Amazon (amazon.com)
- Announced: 2026-10-13T16:03:31+00:00
- Category: not stated
- Coverage: not counted
- Announcement: no
- Group: routine
- Source: https://aws.amazon.com/blogs/machine-learning/natural-language-security-queries-at-orca-security-using-amazon-bedrock/
- Record: https://forck.live/items/20519-natural-language-security-queries-at-orca-security-using-amazon-bedrock
- Subject: Bedrock / Nova

Orca Security partnered with AWS to build Discovery AI, a natural language query agent on Amazon Bedrock that converts plain-text questions into Sonar queries. Compared to an initial baseline, Orca reduced query costs by 90 percent, input tokens by 93 percent, and latency by 75 percent. The system handles thousands of queries per day with 15-second response times.

## Evidence

Verbatim from https://aws.amazon.com/blogs/machine-learning/natural-language-security-queries-at-orca-security-using-amazon-bedrock/:

> As a result, Orca reduced query costs by 90 percent, input tokens by 93 percent, and latency by 75 percent compared to the initial baseline.

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