From research to production: Chinese-language proofreading, coding agents, AI safety, and real-time digital humans — deployable systems already used across government, media, and finance.
A folder-scoped coding agent, deployed entirely inside your own network. Coolwei Code reads and edits files, runs commands under a boundary you set, and puts every change up for review — in a macOS application and at the command line, against the model gateway you already operate.
A multi-stage RL system for pre-publication correction across text, subtitles, transcripts, and OCR, tuned for false-alarm control and deployment efficiency.
A runtime safety system for AI services. RedShield scores risk while the answer is being written and cuts the output off when it crosses the line you set; TingLan watches word-level cues inside the model and cuts the output off before the risky content is ever spoken — the cues then go to human review. The main model's weights are unchanged.
Hand it a deck and a script and it presents page by page, answers questions automatically, and takes interruptions mid-flow. Built for service halls, showrooms, briefings and corporate training, with on-premises deployment.
