Galileo AI provides an AI observability and evaluation platform that lets enterprise teams trace, evaluate, and monitor generative AI applications in real time. The platform captures every model interaction, applies custom or built‑in metrics to detect hallucinations, bias, drift and other quality issues, and offers alerting, RBAC and secure deployment options to ensure compliance and rapid remediation.
Funding
Funding not disclosed
Founders
Product
Problem
Enterprises deploying generative AI models lack tools to systematically evaluate model outputs, monitor performance in production, and guard against risks such as hallucinations, bias, and security vulnerabilities. Without observability, teams cannot detect degradation or ensure compliance, leading to unreliable applications and potential reputational damage.
Solution
Galileo AI offers an AI observability and evaluation platform that centralizes tracing, custom evaluation, and real‑time monitoring for generative AI applications. The platform captures every model interaction as a trace, applies user‑defined or built‑in metrics, and surfaces analytics that highlight drift, hallucinations, and other quality issues. It supports role‑based access control, advanced analytics dashboards, and integration with existing AI stacks, including LLMs, agents, and retrieval‑augmented generation pipelines. Security and compliance features such as hosted, VPC, or on‑prem deployments, SSO, and granular RBAC protect sensitive data. Alerts and guardrails notify developers instantly when outputs deviate from expected behavior, enabling rapid remediation and continuous improvement.
Target Audience
Primary customers are AI product teams, data science groups, and engineering organizations that build and operate generative AI services, including LLM‑based chatbots, AI agents, and retrieval‑augmented generation systems.
Features
- End‑to‑end tracing of every LLM or agent request with customizable metadata
- Unlimited custom evaluation metrics and built‑in tests for hallucination, bias, and factuality
- Real‑time analytics dashboard with drift detection, performance trends, and usage insights
- Role‑based access control (RBAC) and enterprise‑grade security options (SSO, VPC, on‑prem deployment)
- Integration hooks for popular frameworks (e.g., NVIDIA NeMo, NVIDIA NIM) and CI/CD pipelines
- Alerting and guardrail system that triggers notifications via Slack, email, or webhook on policy violations
- Scalable pricing tiers from free (5 k traces/month) to enterprise (unlimited traces, dedicated support)