AI gateway: overview, features, and top solutions

Merge offers an AI gateway solution, known as Merge Gateway, that acts as a control layer between applications and AI models, facilitating reliable AI operations in production by routing requests and centralizing governance. This solution allows organizations to manage, add, or swap AI models without altering downstream integrations, thanks to a single API endpoint. Key components include model access from multiple providers, flexible routing logic based on weighted benchmarks, cost governance with budget alerts, and detailed observability through comprehensive logging of API requests. The Merge Gateway provides features such as automatic failover during provider outages, customizable routing using weighted benchmarks, and robust cost tracking, allowing organizations to maintain control over AI usage and expenses. Users can avoid building their own AI gateways by utilizing popular third-party solutions like Portkey and OpenRouter, each offering different levels of comprehensive observability, routing capabilities, and cost management.