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Oculis by Selaware

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Oculis by Selaware is a comprehensive monitoring and management platform designed to provide organizations with full visibility into their AI agents. It enables users to oversee costs, health, performance, and interrelationships of AI agents without requiring code modifications. By deploying a single collector, Oculis automatically detects and monitors AI agents across various frameworks, offering real-time insights and analytics. Key Features and Functionality: - Agent Discovery: Automatically identifies all AI agents within an organization's infrastructure, including those built with frameworks like LangChain, CrewAI, AutoGen, LlamaIndex, Haystack, OpenClaw, and custom SDKs. - Cost Intelligence: Calculates costs server-side using live provider rates, providing detailed breakdowns per agent, model, and team. It also tracks cache savings and detects cost anomalies with root-cause attribution. - Run Analytics: Captures and analyzes every AI agent run, offering full-text search capabilities, trace-based grouping, error analysis, and latency percentiles to identify performance bottlenecks. - Multi-Model Support: Supports multiple AI model providers, including OpenAI, Anthropic, Google, Mistral, DeepSeek, Meta, and Cohere, allowing for apples-to-apples comparisons and A/B testing. - Alerts & Notifications: Provides over 12 configurable alert types for cost spikes, failures, anomalies, and credential issues, with multi-channel delivery options and smart cooldowns to prevent alert fatigue. - Team & Security Management: Offers multi-user organization support with role-based access control, separated API key scopes, key rotation, and revocation features to ensure secure operations. Primary Value and Problem Solved: Oculis addresses the challenges organizations face in managing and monitoring AI agents by providing a centralized platform that offers real-time visibility and control. It eliminates the need for manual inventory and code changes, enabling teams to detect shadow AI, monitor costs effectively, and respond promptly to performance issues. By offering comprehensive analytics and alerts, Oculis empowers organizations to optimize their AI operations, prevent unexpected expenses, and maintain high-performance standards across their AI deployments.

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