AI ROI & AI Governance Platform

OptScale provides comprehensive control over advanced computational models, delivering intelligent routing, real-time security guardrails, and full observability. Key features include: • Dynamic request routing • Data security and access control • Performance monitoring and tracing • Cost optimization via token compression • Business outcome measurement Built on a decade of FinOps expertise, OptScale applies rigorous cost discipline to every large language model (LLM) call and multi-cloud platform (MCP) interaction. It helps organizations unify local models and public LLMs, ensuring consistent application of guardrails, tracing, and cost controls across all interactions. The platform is designed for seamless integration, offering OpenAI API compatibility so teams can switch their base URL and continue using existing code without modification. OptScale can be deployed as a cloud SaaS or on-premises, providing flexibility to meet diverse organizational needs. It empowers enterprises to manage computational resources effectively, optimize spending, and gain clear visibility into the return on investment for their model-driven initiatives. This platform is ideal for engineering, finance, and operations teams seeking robust governance and optimization for their extensive model deployments.