Valiqor — Trace to Trust for AI Apps
Find why your AI app fails — not just that it fails. Auto-classify failures into 4 buckets and 15 subcategories, block risky actions, and get fix recommendations.
AI Reliability Platform
Catch AI failures before users do. Fix them in minutes.
pip install valiqor
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Capabilities
- Failure Analysis — Classify every AI failure into 4 buckets (Hallucination, Instruction Compliance, RAG Failures, Tool Failures) and 15 subcategories with severity scoring (0–5).
- Agent Security — Red teaming with 80+ attack vectors and compliance audits. Detect prompt injection, jailbreaks, PII leaks.
- Tracing — Auto-instrumented tracing for OpenAI, Anthropic, LangChain, Ollama, Agno.
- Evaluation — Quality scoring (0–1) on hallucination, relevance, coherence.
Supported Providers
OpenAI, Anthropic, LangChain, Ollama, Agno with zero-config auto-instrumentation. Plus decorator-based tracing for any provider.
Security
End-to-end encryption, BYOK support, on-premise deployment (AWS, Azure, GCP), SOC 2 Type II certification in progress.
Links
Built by reliability & security leads from Microsoft & Ahold Delhaize
© 2025–2026 Valiqor