Gateway and optimizer
The model gateway provides a consistent AI execution interface across approved providers. The optimizer applies configured routing, caching, context assembly, quality expectations and policy before model execution.
Configure responsibly
Start with one use case. Define an approved model list, fallback order, expected latency and a quality contract. Use feedback and measured outcomes to review a change before expanding it.
Cost controls
Monitor metered usage together with provider billing. Configure budgets and routing policy for the intended workload, then test with representative requests. Treat operational controls as part of an overall cost-management process rather than as a substitute for provider billing review.