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How OpenAI APIs Power RAG, Autonomous Agents — and How AI>Secure Inspects Them Safely

ID: 2e27c35e-2676-5c1d-9e7f-2ac092b0698e

STIX ID: report--2e27c35e-2676-5c1d-9e7f-2ac092b0698e

Feed Name: Aryaka

Date Published: 2026-02-09

Date Updated: 2026-04-27

Author: Srini Addepalli

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This document outlines how AI>Secure protects modern OpenAI-powered applications (including RAG and autonomous agents) by understanding API operations, identifying semantic inspection points, and enforcing granular policies and validations across prompts, tool inputs/outputs, embeddings, and references. It contrasts these capabilities with traditional prompt-only security approaches, details operation-aware classification (e.g., embeddings, responses, conversations, audio, images), and shows how targeted validation profiles reduce false positives while enabling safe, controlled deployment of complex AI workflows in the enterprise.

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