Natural language security queries at Orca Security using Amazon Bedrock

Orca Security’s Discovery AI transforms plain‑English security questions into Sonar queries using a multi‑stage pipeline on Amazon Bedrock, achieving a 90 % reduction in query cost, 93 % fewer input tokens, and 75 % lower latency compared to the baseline. The architecture leverages Bedrock’s generative model to parse intent, then maps the output to Sonar’s query language, enabling faster and cheaper threat detection. While the cost savings are significant, the system relies on Bedrock and Sonar, limiting

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