3D AI with Memory & Emotion Detection — +70% Loading Speed

The Problem

The client needed an advanced AI platform with 3D model visualization, long-term conversational memory (without traditional RAG), emotion detection capabilities, and multilingual support (Japanese, English, Vietnamese). The 3D rendering needed to be performant on web browsers.

The Solution

We built 3D model separation with programmatic control for smooth browser-based rendering, implemented a novel long-term memory system for AI chat without relying on RAG, added emotion detection for contextual responses, and delivered full multilingual support. The entire project was completed one month ahead of schedule.

Tech Stack

Results

Key Takeaways

• ✓3D model optimization can achieve 70%+ loading speed improvements on web
• ✓Long-term AI memory is achievable without traditional RAG architectures
• ✓Emotion detection adds a meaningful layer of user engagement
• ✓Innovative logic and proactive delivery can beat aggressive timelines