Baseten delivers production-grade infrastructure for serving machine learning models at scale. The platform's Inference Stack ensures consistent performance across cloud providers with features like automatic scaling, canary deployments, and GPU optimization. Engineering teams benefit from seamless CI/CD integration, detailed performance metrics, and pay-per-use pricing. Baseten specializes in making complex models (LLMs, diffusion models etc.) serveable with low latency and high throughput. The service is particularly valuable for product teams embedding AI capabilities into customer-facing applications while maintaining reliability.