LLM-powered features can feel magical or frustrating depending on how you handle latency, errors, and user expectations. Here is our framework.
The difference between an AI feature that users love and one they abandon comes down to three things: perceived latency, graceful error handling, and setting accurate expectations. Get those three right and almost any LLM integration can feel delightful.
Topics:AI/MLWeb DevelopmentUX
Engineering
Trinova Research Team
Trinova Tech is a full-stack software development company based in Nepal, building enterprise-grade digital products for clients worldwide.