As enterprises scale their use of generative AI, trust and safety move to the forefront of production readiness. AIMon delivers continuous monitoring for risks, ensuring that your Agentic, LLM, and RAG systems operate responsibly, safely, and in full alignment with business and legal standards.
With AI adoption surging to 72% (McKinsey, 2024), executives face unprecedented liability risks from AI hallucinations and errors. Our platform actively evaluates every output for signs of danger: from toxic or biased language, to personally harmful content, to off-brand responses and regulatory violations such as exposures of PII, PCI, or PHI. With built-in detectors for unsafe stereotypes, systemic bias, and social risk (CBRN) content, we help reduce the risk surface and protect both your users and your organization.
AIMon also guards against adversarial attacks, such as Prompt Injection, Code or SQL Injections, and Training Data Exposure. These techniques can compromise system behavior, leak sensitive data, or subvert model outputs. Our adversarial metrics engine continuously scans for these threats, enabling automatic blocking or escalation workflows.
All of this is in addition to blazing-fast detections of hallucinations, instruction deviation, irrelevant answers, and unachieved business goals. Outputs are evaluated not just for factual correctness, but also for alignment with regulatory policies, internal security protocols, and user safety expectations.
Every organization is different, which is why AIMon allows full customization of monitoring policies. Whether you need stricter rules for a healthcare deployment or want to enforce brand-specific tone filters, our system gives you granular control over how safety is defined and enforced.
Red teaming not only helps satisfy internal security reviews and regulatory requirements, but also builds executive and public confidence that your AI systems have been rigorously tested against high-impact risks. AIMon can help with this and provide a dataset of tests failed by your AI.
With real-time blocking and full traceability of all requests, AIMon helps reduce legal liabilities and meet audit and compliance requirements. This foundation empowers your teams to deploy faster with confidence in the trust, safety, and integrity of your GenAI systems.
AIMon helps you build more deterministic Generative AI Apps. It offers specialized tools for monitoring and improving the quality of outputs from large language models (LLMs). Leveraging proprietary technology, AIMon identifies and helps mitigate issues like hallucinations, instruction deviation, and RAG retrieval problems. These tools are accessible through APIs and SDKs, enabling offline analysis real-time monitoring of LLM quality issues.