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Experiential Labs is an open-source AI gateway and model management platform that gives teams a unified way to access, route, and manage AI models through one API endpoint. It supports hosted providers, custom API keys, self-hosted models, and private GPU deployments, allowing developers to work with multiple large language models and inference providers without changing application code.
The platform includes centralized model access, API key management, team-based permissions, model allowlists, usage limits, request monitoring, and AI spend tracking. Teams can review usage by agent, user, model, or date, inspect request logs, and apply daily, weekly, or monthly caps. Experiential Labs also provides model routing, fallback support, caching insights, prompt-level optimization options, and access to fine-tuned models through the same API. It is designed for organizations building AI applications, agents, and developer tools that need consistent integration, operational visibility, and control across multiple AI providers.
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