Noveum.ai traces every LLM call, tool call and agent step in production, scores runs with 100+ calibrated evaluators, traces failures to their cause and ships validated fixes as pull requests. Products: NovaTrace (observability), NovaEval (evaluation), NovaSynth (simulation and synthetic data), NovaPilot (root cause and fixing) and NovaGuard (runtime guardrails, beta). Open-source SDK for Python and TypeScript, aligned with OpenTelemetry, with native LiveKit and Pipecat integrations for voice agents. In production at MyOperator and AI teams in telecom, real estate and financial services. Founded in 2023.