Blog
Insights on AI agent governance, compliance, business alignment, and operational best practices.
Validators: Finding the Weird Stuff in AI Agent Conversations
AI agents handle thousands of customer conversations, and some of the hardest problems are buried in the edge cases. Validators automatically identify the weird stuff at scale.
The $40 Fee That Cost $4,000, and Why Finding AI Hallucinations Is Harder Than Anyone Admits
The most dangerous thing an AI agent can do is be confidently, fluently, invisibly wrong. Here’s what actually makes hallucination detection hard — and why “just ask an LLM” breaks in production.
The AI Manager: The Role Every AI Deployment Is Missing
Your AI agent needs a manager, not another engineer. We call this role the AI Manager, and it’s not a new hire — it’s someone already inside your business.
Why Vendor Monitoring Isn’t Enough
Your vendor cares whether the agent is running. Your business needs to know whether it’s right. Performance is not alignment — and vendor monitoring can’t close that gap.
Gartner Named Avon AI in the Market Guide for Guardian Agents
Avon AI recognized by Gartner as a Business Alignment & Outcome Optimizer in their brand new Market Guide for Guardian Agents.
AvonClaw: OpenClaw, Finally Ready for Business
OpenClaw is powerful, but it's built for individuals. AvonClaw brings enterprise governance to the most powerful AI agent your developers have ever used.
Deploying GenAI Agents in High-Risk Environments: A Practical Governance Guide
Enterprise spending on AI agents is projected to hit $160 billion annually by 2028. But most companies treat AI agents like technology, not workforce.