
Future AGI AI Evaluation SDK
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| Fact | Future AGI AI Evaluation SDK | Noveum |
|---|---|---|
| Evaluation | Its evaluation product includes heuristic, code, LLM-as-judge, and agentic evaluations, with templates and CI/CD support. | NovaEval scores traces with calibrated scorers across 15+ categories, including a voice and audio suite. |
| Integrations | Future AGI documents integrations with OpenAI, LangChain, LlamaIndex and more than 30 frameworks. | The tracing SDK has native integrations for LangChain, LangGraph, LiveKit, Pipecat, and CrewAI, and the site also lists OpenAI, Anthropic, and OpenTelemetry compatibility. |
| Purpose | Future AGI describes itself as an open-source platform for simulating, evaluating, optimizing, monitoring, and protecting AI agents. | Noveum is an AI agent evaluation platform for production chat, voice, and workflow agents. |
| Security | Future AGI states SOC 2 Type II, ISO 27001, GDPR, CCPA and HIPAA certification, with ISO 42001 in progress. | The maker lists GDPR and SOC 2 Type II as in progress, and says enterprise deployments include encryption in transit and at rest and fine-grained access controls. |
Future AGI suits startup and enterprise teams building or operating AI agents. It may fit teams that need evaluation, tracing, simulation, or self-hosting options.
Noveum suits teams evaluating production chatbots, voice agents, or multi-agent workflows. Its tracing and deployment options also fit teams using Python or TypeScript SDKs and supported integrations.