AvonAI provides AI monitoring and control tools for conversational agents, automatically reading every customer interaction to flag policy violations, hallucinations, missing disclosures, and other behavioral drifts.
Funding
Funding not disclosed

Founders
Product
Problem
Businesses deploying conversational AI agents face hidden operational risks as models can drift, produce hallucinations, omit required disclosures, or violate company policies, leading to compliance failures and potential regulatory penalties.
Solution
AvonAI offers a monitoring and control platform that continuously reads every customer interaction to detect policy violations, hallucinations, missing disclosures, and other behavioral drifts. The system surfaces only the risky conversations, enabling operations teams to address issues within hours instead of weeks. Users can modify agent knowledge and steer behavior through plain‑language commands without writing code, and preview the impact of changes before deployment. AvonAI also runs automated tests against defined business directives, alerting teams whenever a model, prompt, or knowledge source update causes a deviation, thereby maintaining compliance and reducing operational risk at scale.
Target Audience
Primary customers are operations and compliance teams in enterprises that deploy multiple conversational AI agents, especially in regulated sectors such as finance, healthcare, and insurance.
Features
- Real‑time ingestion and analysis of all agent‑customer conversations to flag policy breaches, hallucinations, and missing disclosures
- No‑code, plain‑language interface for updating agent knowledge and steering behavior
- Change preview tool that shows expected impact of edits before they go live
- Continuous automated testing against custom business directives to detect drift after model or prompt updates
- Centralized dashboard that aggregates risks across multiple agents and AI providers
- Secure, regulated‑industry‑grade architecture designed for high‑risk compliance environments