One AI infrastructure control platform, explicit controls, measurable usage
Startups move faster when they do not rebuild provider integrations for every new model test or customer workflow.
Direct integration is quickest for a prototype. A gateway becomes useful when the team needs reliability, spend review, key management, and model flexibility before scale arrives.