AI Guardrails helps you implement effective protection mechanisms that meet your business needs, internal policies, and regulatory requirements. It covers risk scenarios such as content compliance, sensitive information, prompt injection attack, malicious files, malicious URLs, model hallucination, and prompt crawlers. The service also supports embedding a digital watermark in generated content.
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End-to-end protection: Secures the full AI interaction lifecycle, from user input to model output. This provides a comprehensive security framework that addresses critical challenges in real-world applications, including content safety, external attacks, data privacy, and uncontrolled model responses.
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Intelligent dual-engine: Deeply integrates Qwen3-Guard with a moderation large model fine-tuned on the Qwen series. This combination of adversarial detection and semantic understanding accurately identifies highly evasive risks, such as word variations, homophones, metaphors, and ideological content.
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Streaming moderation: Supports end-to-end streaming moderation. Content is inspected in real time as the model generates it, significantly reducing the latency between token generation and risk detection. This ensures smooth interactions and robust security in high-concurrency scenarios.
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Long-context awareness: Detects risks in both single-turn and multi-turn Q&A scenarios. By analyzing the entire conversation history, the system identifies adversarial techniques that span multiple turns, semantic drift, and jailbreaking attempts. This ensures an accurate understanding of the full conversational intent and prevents misjudgments from fragmented context.
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Multi-modal protection: Supports detection across text, images, and files. It effectively identifies hidden commands and composite attacks that leverage multiple formats, ensuring comprehensive multi-modal risk coverage.
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Flexible and fast integration: Provides a single All-in-One API that allows you to perform multi-modal detection with one call and enable capabilities as needed for simple, efficient integration. The service is also natively integrated with platforms such as Alibaba Cloud Model Studio, AI Gateway, and WAF for one-click activation. It is available on the Dify plugin marketplace, adapting to mainstream AI application architectures for faster deployment.
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Elastic performance configuration: Employs algorithmic orchestration to dynamically balance accuracy, latency, and cost. For high-concurrency, low-latency applications, it delivers a high-performance service that meets demanding production requirements without sacrificing detection quality.
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Visualization and customization: Offers a visual console where you can configure risk detection parameters, manage whitelists and blacklists, adjust thresholds, and validate performance. You can also create a custom detection Agent to define your own labels and prompts. This helps you accurately identify business-specific risks in industries like finance, healthcare, and education, enabling flexible and deep customization of your security capabilities.