Inference Labs is a multimodal AI optimization and evaluation platform that helps developers, creators, and organizations manage production workloads across leading cloud AI providers. Its vendor-neutral platform connects applications to approved model APIs through a unified endpoint, routing each request according to quality, cost, latency, and team-defined policies. Support spans text, image, and video generation, as well as embeddings, vision services, managed model endpoints, and batch inference pipelines.

The platform combines a multi-model router with tools for cost control, monitoring, and quality assurance. Features include model allowlists, caching, request deduplication, failover, spend limits, automated evaluations, and benchmarking. Inference Labs also captures production traces—including prompts, outputs, cost, and latency—and refines them into evaluation suites and JSONL datasets for fine-tuning. Redaction, workspace isolation, audit logs, retention controls, and access restrictions support governance and security needs.

Customers can choose pay-as-you-go credits or monthly Starter, Grow, and Business plans, with custom Enterprise options that include private deployment and tailored support. A seven-day trial is offered across plans.