Glossary · AI
What is
AI Observability?
Logging, tracing, and monitoring of LLM calls in production.
By Anish· Founder · Vedwix
·Definition
AI observability captures every call, prompt, response, latency, cost, and outcome — and makes it queryable. Without it, debugging an AI feature in production is impossible. Tools like Langfuse, Helicone, Arize Phoenix, and OpenTelemetry GenAI provide LLM-specific tracing.
Example
A legal AI tool logs every retrieval, prompt, citation, and user feedback rating, with full reproducibility per session.
How Vedwix uses AI Observability in client work
Every AI system we ship has full request-level tracing. No exceptions.
Building with AI Observability?
We ship this.
If you're building with AI Observability in production, we can help — from architecture review to full implementation.
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