What problem are you solving? Answer: The biggest problem we’re solving is that AI works great in testing but often fails in production. It hallucinates in front of customers, gets jailbroken, drifts over time, or just gives bad outputs — damaging trust and the product. Neurix V3 adds a reliability layer (AI Firewall, Self-Healing, Failover, Observability) so AI can be used safely in real production environments. 2. What inspired you to make this? Answer: I got tired of seeing promising AI projects die because they broke when real users started using them. After watching multiple products (including my own previous attempts) fail due to unreliable outputs and lack of protection, I decided to build the tool I wish existed — a dedicated reliability platform that treats production AI seriously. That frustration became Neurix.

Neurix V3

AI Firewall, Self-Healing Outputs, and Observability

AI Firewall, Self-Healing Outputs, and Observability