Capabilities & Practice
An engineering capability matrix and six deployed practice directions.
Capability matrix
Complex project coordination & delivery
Systems integration
Data capture, cleaning & governance
AI model & agent engineering
Operations & continuous upgrade
Security, compliance & stable launch
Practice directions
Operations & risk control
Risk detection and early warning around rules, data and workflow.
Industrial vision & QC
Computer vision for recognition, classification and defect detection.
AI smart terminals
Voice interaction, long-term memory, multimodal and software-hardware fusion.
On-device scene AI
Real-time vision, scene recognition, prompts and intelligent assistance.
Data capture & automation
Data capture, classification, monitoring, analysis and efficiency.
Industry-custom systems
Diagnosis, design, development and optimization for non-standard problems.