Provider Abstraction
Unified API for all AI providers. VM-X AI introduces an abstraction layer between your code and AI inference providers. Use the standard OpenAI SDK to connect to any supported provider—OpenAI, Anthropic, Google Gemini, Groq, or AWS Bedrock—without changing your code.
Dynamic Routing
Intelligent request routing. Automatically route requests to different models based on token count, error rates, tool usage, or content analysis. Configure complex routing rules with full control over when and how requests are distributed across providers.
Automatic Fallback
High availability guaranteed. Ensure your AI workloads never fail by configuring automatic fallback chains. When a primary model fails, VM-X AI automatically switches to alternative providers, protecting against outages and errors.
Capacity Prioritization
Intelligent capacity allocation. Allocate capacity across multiple resources using adaptive token scaling. Define priority pools with min/max reservations and let VM-X AI dynamically adjust allocation based on actual usage patterns.