Cloptima

Cloptima offers a robust control plane for managing interactions with various models, ensuring governance and cost efficiency. Key features include: • Virtual keys with custom policies for each application • Data masking guardrails before external transmission • Tool policies for autonomous agents • Budget enforcement to prevent overspending • Session replay for auditing and analysis • On-premise edge gateway deployment for enhanced security • Attributed ledger pricing before provider charges This platform ensures that every request adheres to organizational standards, protecting sensitive information and maintaining fiscal discipline. It integrates seamlessly into existing infrastructures with minimal setup, typically a single line of code, allowing for rapid deployment and immediate control over model interactions. The system provides real-time visibility into usage and expenditures, helping teams optimize their resource allocation and identify potential policy violations before they incur costs or expose data. Cloptima is ideal for engineering teams, security professionals, and finance departments that require strict oversight on model usage. It helps organizations enforce data privacy, manage operational costs, and maintain compliance across all model-driven applications. From developers building new features to security teams ensuring data integrity and finance groups monitoring spend, Cloptima provides the necessary tools to govern model access and ensure responsible consumption.