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Confident AI

Turns live traces into test cases, validates with evals, and catches vulnerabilities before shipping.

www.confident-ai.comMLOpsFeb 2025San Francisco, United States11-50Confident AI, Inc.

A platform that standardizes AI quality across teams by turning live traces into test cases, validating with evaluations, and detecting vulnerabilities before deployment. It serves engineers, product owners, and QA teams in mid-market and enterprise companies, especially in regulated industries. The platform unifies evaluation, observability, red teaming, and governance in one system, with cloud or on-prem deployment.

Key features

  • LLM evaluation with research-backed metrics
  • LLM observability with tracing and monitoring
  • AI red teaming against adversarial attacks
  • AI governance with standards and controls
  • Auto-curate evaluation datasets from traces
  • Simulate multi-turn chatbot conversations
  • Integrate with CI/CD pipelines
  • Alert on quality regressions and incidents
  • No social media activity within the last 30 days
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