Debug, validate, and ship the fix

The closed-loop evaluation layerfor production AI agents.

Choose from 100+ calibrated scorers, run on sampled production traces. Real failures are traced to their cause, validated, and shipped as pull requests. Every fix raises the baseline.

Book a demo Start free

Free tier · first trace in 15 minutes

SOC 2 Type II (in progress) · GDPR · On-prem & BYO ClickHouse

agent.py

from noveum_trace.integrations.langchain import (
    NoveumTraceCallbackHandler,
)
 
handler = NoveumTraceCallbackHandler()
 
agent.invoke({"input": question},
    config={"callbacks": [handler]})

Noveum, automatically

Traced 1,248 agent runs today

NovaEval flagged hallucination_rate · 7.1%

NovaPilot opened PR #312 · +11% in simulation

Drop in the SDK: Noveum traces, evaluates, and ships the fix.

Open-source SDKPython · TypeScript · OpenTelemetry-aligned

60M+spans traced / day

SOC 2 Type IIIn progress · GDPR

In production at

MyOperatorand AI platform teams across telecom, real estate & financial services

Works with your stack

OpenAIAnthropicLangChainLangGraphLiveKitPipecatCrewAIOpenTelemetry

One unified platform

One AI agent evaluation platform, from trace to validated fix

Most engineering teams running AI agents in production get an alert “your agent is failing.” Noveum finds the failure, validates the fix, and ships it as a pull request.

Observability

NovaTrace

One open-source SDK captures every LLM call, tool invocation, retrieval, and agent step, with tokens, cost, and latency on every span. Deep native integrations for LangChain, LangGraph, LiveKit, Pipecat, and CrewAI.

Deep framework integrations
Threads & multi-agent graphs
Fail-soft transport

6M+ traces/day · OpenTelemetry-aligned · Apache-2.0 SDK

Customers

What our customers say.

Switched from Langfuse

“Being able to analyze spans and traces directly inside the platform, and identify issues right there, has saved a lot of debugging time. Before, we manually went through logs, copied traces into Claude Code, analyzed issues, then implemented fixes.”

Maintenance and deployment overhead significantly reduced after switching from Langfuse

AI-assisted debugging directly on spans and traces, inside the platform

AI-suggested scorers based on the logs and traces actually captured

CrewAI integration requested as a custom requirement — shipped and integrated quickly

AI Engineering Team · DarGlobal

Voice agents at scale

“We went from spending days debugging agent failures to having verified fixes delivered automatically.”

84→95%+

call success rate

200×

faster iteration

4 to 6×

answer quality

10 min

trace → verified fix

Lead AI Engineer, MyOperator

Read the case study

Fix any agent

One platform that evaluates and fixes chat, voice, and workflow agents

Chat agents

Skip manual datasets and scorer selection. Noveum turns your production traces into ready-to-run evaluations, scored on 100+ calibrated scorers.

Chatbot evaluation

Voice agents

Transcripts miss what broke on the call. Test voice agents on real calls, score the conversation with 30+ voice scorers, and validate every fix with production-grade simulation.

Voice agent evaluation

Workflow agents

Multi-step agents fail between the steps. Evaluate tool calls, routing, and outcomes across the whole workflow.

Workflow agent evaluation

Enterprise-ready

Your agents, your data, your infrastructure

Keep every trace inside your environment. Deploy on-prem, in your VPC, or bring your own ClickHouse, with SSO, RBAC, and audit logs built in.

SOC 2 Type II (in progress)GDPRSSO / SAMLRBACaudit loggingBYO ClickHouseon-premise

Load-tested to 15,000 spans/sec · 60M+ spans/day in production

Explore enterprise

FAQ

The questions enterprise teams ask first.

What is Noveum?

Noveum is an AI agent evaluation platform for production chat, voice, and workflow agents. It traces every run, scores it against 100+ calibrated scorers, simulates fixes, and ships validated fixes as pull requests.

What makes NovaPilot different?

Most tools stop at flagging a failure or suggesting a prompt. NovaPilot generates the fix and validates it two ways: a backtest on the failing calls and a re-simulation end to end. Then it opens a pull request your team reviews and merges.

Can I run Noveum on-prem?

Yes. Deploy Noveum fully on-premise, in your own VPC, or bring your own ClickHouse. SOC 2 Type II is in progress, with GDPR, SSO/SAML, RBAC, and audit logging.

What stops a bad fix from shipping?

Every candidate fix is validated before it reaches you. It is backtested on the exact calls it changed and re-simulated end to end, and low performers are discarded. A human reviews and merges the pull request; nothing deploys on its own.

Next step

Put your agents in the loop

Production AI agents your customers can trust.

Talk to sales Start free

Trusted in production by enterprise and high-growth teams