Avon AI - The Business Management Layer for AI Agents
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Avon AI is a business management platform for AI agents in production. It helps companies monitor real conversations, detect issues early, and continuously test and control agent behavior as models, data, and business needs evolve. Designed for business teams, Avon enables organizations to keep AI agents aligned, reliable, and ready for real-world use at scale, especially in regulated environments.
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@chen_markman1 @amit_segev1 Most agent monitoring tools today are built for engineers — dashboards, logs, traces. Avon AI targeting business teams is a meaningful shift. The real test for agents in production isn't peak performance, it's how they behave when the underlying model updates or business rules change. Curious how Avon detects behavioral drift over time versus just flagging hard failures in real conversations.
Production agent governance seems like a much bigger problem than most people realize. How do you handle policy drift detection? Like, if a newer model version behaves differently overall but still technically passes guardrails, do you have a way to catch that?