Alternatives to Confident AI

Unified agent workforce platform to build, operate, and govern AI agents at enterprise scale.

Governed no-code AI agent builder for enterprise workflow automation

Pre-built AI models for finance, from fraud detection to agentic workflow orchestration.

AI agent observability and evaluation platform for LLM apps

Enterprise AI control plane for observability, guardrails, and governance of agentic AI.

Open-source AI evaluation and observability for LLMs, RAG, agents, and predictive ML.

Enterprise AI red-teaming and runtime guardrails for GenAI apps, agents, and models—from build to production.

Enterprise agent control plane to govern, simulate, and deploy AI agents from PoC to production.

Enterprise security and governance for agentic AI across every environment.

Open-source LLM agent observability with tracing, evals, and experiments

Enterprise AI governance platform for agents, models, and apps, from intake to runtime.

OpenTelemetry-native observability with AI SRE Agent0 for automated production insight.

Open-source AI agent tracing and LLM-as-judge evaluation platform for debugging and improving agent quality.

Enterprise-grade identity governance securing humans, machines, and AI agents with adaptive access controls

Build and deploy autonomous enterprise agents with built-in orchestration, evals, and governance.

Open-source LLM observability for tracing, evaluating, and optimizing AI agents end-to-end.

Unified data security, privacy, and AI governance platform for hybrid multicloud enterprises

AI observability and eval engineering platform that turns offline evals into production guardrails.

AI observability and evals that auto-fix agent code via git

Open-source OpenTelemetry observability for Python LLM apps

OpenTelemetry-native open-source AI agent evaluation and tracing

Enterprise AI security and behavioral governance for internal threat detection

AI knowledge foundation for regulated enterprises, turning complex data into auditable, explainable intelligence.

Open-source AI observability for privacy-preserving logging and LLM security

Unified DSPM, DLP, and AI risk management for enterprises.

Enterprise AI governance platform unifying privacy, data, and tech risk

Open-source framework to replace vibe checks with reproducible, LLM-driven evaluation loops for RAG and agents.

AI observability and eval engineering platform that turns offline evals into production guardrails.

AI vendor risk intelligence for enterprise TPRM teams

Free, open-source AI observability and evals for debugging agents