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Coxwave provides product analytics and observability for AI applications. The Skylight platform instruments LLM prompts, responses, context, and user interactions via SDKs and ingestion APIs. It aggregates metrics such as quality, latency, token usage, and cost, and presents dashboards to monitor trends and detect regressions. Teams use it to collect human feedback, build evaluation datasets, and compare prompt or model variants before and after releases. Tracing links events across sessions and workflows, helping correlate outcomes with inputs and application state. Integrations connect to common LLM providers, orchestration frameworks, and data pipelines, allowing data to flow into existing analytics stacks and workflows.