Noryen
Debugs and fixes broken AI outputs in production with traces and explainability.
Product memo
Noryen helps developers building AI applications pinpoint and resolve issues with LLM outputs in production. It provides specialized debugging, trace analysis, and replay functionality to address common problems like hallucinations, unexpected costs, and safety violations. This focused approach offers a faster path to fixing AI errors than broader observability platforms.
- For who
- Developers building AI applications
- Solves what
- Debugging and fixing broken AI outputs in production
- AI output tracing
- Explainability and replay
- Production LLM debugging
In their own words
Find what's wrong with your AI. Fix it in seconds.
AI does not need to be a black box. Stop losing sleep over hallucinations, unexpected cost spikes and safety violations.
See why your AI is wrong and fix it fast. Traces, explainability, and replay for production LLM apps — not another governance dashboard.
Operator & company
Company
- Founded
May 2026
Operating model
- Business model
Saas
- Platform
Web app
- Audience
Developers
Product channels
Builder strategy
- Strategy Type
- Niche Specialist
- Stage
- Pre Revenue
- Effort
- Solo Buildable
About Noryen Expand
Debugs and fixes broken AI outputs in production with traces and explainability.
Competitive context
3 peers · Same primary niche.
Commercial cues
- Model
- subscription
- Free tier
- Yes
- Trial
- Available
Pricing strategy
- • Tiered trace limits encourage upgrades as AI application usage grows.