# Natural Language Security Queries at Orca Security Using Amazon Bedrock

> **Platform:** [SPIDITS AI](https://spidits.com/) — Real-Time AI News & Market Intelligence  
> **Published:** 2026-10-13T16:03:31.000Z  
> **Category:** PRODUCT_LAUNCH  
> **Impact Score:** 130/100  
> **Primary Source:** [AWS ML Blog](https://aws.amazon.com/blogs/machine-learning/natural-language-security-queries-at-orca-security-using-amazon-bedrock)  
> **Canonical Citation:** [https://spidits.com/timeline/natural-language-security-queries-at-orca-security-using-amazon-bedrock](https://spidits.com/timeline/natural-language-security-queries-at-orca-security-using-amazon-bedrock)

## Executive Summary
Orca Security built Discovery AI, a natural language query agent on Amazon Bedrock that converts plain-English questions into Sonar queries.

## Why It Matters (Strategic Analysis)
Scaling natural language security interfaces over complex cloud data graphs requires transitioning from monolithic full-schema prompts to multi-stage Retrieval Augmented Generation architectures. This technical shift directly eliminates prohibitive token overhead and high latency barriers in production enterprise deployments.

## Referenced Coverage & Sources
- **[AWS ML Blog](https://aws.amazon.com/blogs/machine-learning/natural-language-security-queries-at-orca-security-using-amazon-bedrock)**: 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..._

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