Not all metrics are created equal. With AIMon, you can monitor the most business-critical indicators and detect when models receive risky inputs or respond with poor-quality outputs. Our platform helps you catch subtle declines before they become costly issues, ensuring your AI maintains performance in dynamic environments.
Our system captures granular telemetry across every interaction. From query patterns to model responses, we log and surface the data you need to quickly identify root causes and resolve performance issues. For highly regulated industries, our logging system ensures auditability of every response ensuring compliance, governance, and operational trust.
Shipping AI products isn’t a one-and-done process. AIMon supports an iterative development cycle where teams gather real-world feedback, analyze performance, and push targeted improvements. Whether it’s tuning LLMs, refining retrieval strategies, or adjusting scoring thresholds, our tools help you evolve your app continuously with explainability and precision.
Users expect consistent responses across sessions, use cases, and user segments. AIMon’s monitoring framework ensures that your models deliver predictable, context-aware outputs—day after day. Maintain alignment with brand tone, regulatory guidelines, and functional expectations with our proactive quality controls.
Every AI feature, model update, or prompt change is logged and tracked. This gives your team the confidence to ship improvements quickly—knowing that performance, safety, and quality can be measured and validated in real time. For compliance-heavy industries like healthcare, finance, or legal, complete audit trails ensure you’re always prepared for review.
Unlike generic monitoring tools, AIMon is purpose-built for LLM and RAG systems. From identifying response drift to auto-alerting on hallucination spikes, our platform powers the most demanding production AI workflows. Whether you’re a Fortune 200 enterprise or a fast-scaling startup, AIMon helps you deliver AI apps that are reliable, explainable, and continuously improving.
Backed by Bessemer Venture Partners, Tidal Ventures, and other notable angel investors, AIMon is the one platform enterprises need to drive success with AI. We help you build, deploy, and use AI applications with trust and confidence, serving customers from fast-moving startups to Fortune 200 companies.
Our benchmark-leading ML models support over 20 metrics out of the box and let you build custom metrics using plain English guidelines. With coverage spanning output quality, adversarial robustness, safety, data quality, and business-specific custom metrics, you can apply any metric as a low-latency guardrail, for continuous monitoring, or in offline evaluations.
Finally, we offer tools to help you iteratively improve your AI, including capabilities for bespoke evaluation and training dataset creation, fine-tuning, and reranking.
