Mardii – Real-time monitoring of AI provider changes

Summary: Mardii tracks updates from AI providers like OpenAI, Anthropic, Google, and Mistral, monitoring pricing, rate limits, model deprecations, policy changes, and silent API shifts. It classifies changes by severity, scores them with AVRS reliability metrics, and alerts users before impacts occur.

What it does

Mardii continuously monitors AI providers for updates and categorizes changes as breaking, major, or minor. It provides reliability scores and explanations to inform users promptly.

Who it's for

Developers and businesses building on AI platforms who need timely awareness of provider changes.

Why it matters

It prevents unexpected disruptions and costs by notifying users of critical AI provider updates before they affect products.