Product structure concept, not an actual client deliverable.
AI / KNOWLEDGE GRAPH
AI Academic Management System
A constraint-satisfaction (CSP) engine weighs 200+ constraints to generate conflict-free timetables in 10 seconds; LSTM-based behavior analysis builds student profiles, knowledge graphs recommend resources, plus exam anti-cheating and a data cockpit.
Product structure concept, not an actual client deliverable.
This is a quote list, not online checkout. Submit your requirements for an engineering assessment.
A constraint-satisfaction (CSP) engine weighs 200+ constraints to generate conflict-free timetables in 10 seconds; LSTM-based behavior analysis builds student profiles, knowledge graphs recommend resources, plus exam anti-cheating and a data cockpit.
Hardware-Software Fusion
Grounded in industry pain-point analysis, AI algorithm selection and data governance; we design AI middle-platforms on a microservice architecture, develop with PyTorch / TensorFlow, and validate to industrial-grade standards via A/B testing.
Integrated state-grade crypto chips and a trusted execution environment (TEE) secure data across transmission, storage and processing to financial-grade standards.
Project Delivery Process
01Requirements
02Feasibility
03Quotation
04Contract
05Architecture
06Iterative Dev
07Milestone Review
08System Testing
09Delivery
10Certification
11Production Ramp-Up
12Post-Launch Support
HARDWARE × SOFTWARE / EXPLORE
Hardware-Software Fusion
Low-level hardware-software co-optimization is our core edge in deploying AI efficiently.