AI token gateways need balance semantics, not just cheaper routes

The article highlights that while cheaper API keys and model access are enticing, they're not the full solution for AI token gateways. The real challenge lies in balancing the use of different models and their costs within a single workflow. Without clear semantics and operational strategies, companies risk inefficient resource usage and potentially higher costs. This insight is crucial for product teams aiming to optimize their AI implementations and avoid the pitfalls of a technically functional but financially unsound system.