AI 软硬一体化解决方案与神经网络
AI + Hardware

Integrated AI Hardware & Software Solutions

Headquartered beside UESTC's Qingshuihe campus in Chengdu's "Western Silicon Valley" cluster. Engineers make up 75% of the team, with core members from Huawei and BAT, spanning 8 technical domains including computer vision, NLP and robotics.

Team & Location

Location Advantage

Headquartered beside UESTC's Qingshuihe campus, drawing on the "Western Silicon Valley" cluster for policy support, talent pool, and supply-chain ecosystem.

R&D Team Structure

Engineers make up 75% of the team, including full-stack engineers with Huawei and BAT backgrounds, ensuring high-quality delivery from algorithm to engineering.

Cross-Disciplinary Collaboration

The team spans 8 technical domains including computer vision, NLP and robotics, backed by industry advisors in healthcare and finance.

Core Business Areas

End-to-end delivery across three lines: AI software, AI hardware, and integrated hardware-software solutions.

Custom AI Software Development

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.

AI Hardware R&D

Smart hardware for real-time data processing and on-device decisions in manufacturing and surveillance, with integrated voice/vision/haptic interaction and a hardware-level TEE and data encryption engine.

Integrated Hardware-Software Solutions

Deep integration of AI algorithms, software platforms and in-house hardware across smart warehousing, intelligent diagnosis, urban traffic, production digital twins, retail, and energy management.

Hardware-Software Fusion

Low-level hardware-software co-optimization is our core edge in deploying AI efficiently.

Embedded System Optimization

Deep customization of the Linux kernel and RTOS for efficient hardware scheduling, ensuring low-latency, high-concurrency processing in industrial automation and edge computing.

Heterogeneous Computing

Combining CPU, GPU and FPGA units with in-house hardware acceleration to significantly boost AI inference speed for real-time smart-city video analytics.

Sensor Co-Design

Multi-modal sensor fusion, such as synchronization between mmWave radar and vision sensors, to enhance perception accuracy and robustness.

Power Control

Dynamic voltage and frequency scaling (DVFS) and sleep/wake mechanisms reduce standby power to milliwatt levels, extending IoT device battery life.

Hardware Security Module

Integrated state-grade crypto chips and a trusted execution environment (TEE) secure data across transmission, storage and processing to financial-grade standards.

AI Development & Deployment

End-to-end quality assurance for AI software systems from requirements to delivery.

01

Requirement Mining

02

Solution Review

03

Architecture Design

04

Model Development

05

System Integration

06

Delivery & Ops

Industry Solutions

Reusable integrated solutions proven across multiple industries.

Smart Warehousing & Logistics

Integrating AGV scheduling algorithms, 3D storage management software and autonomous navigation robots—boosting throughput by 300% and cutting labor cost by 70%.

AI Diagnostic Workstation

Combining medical-imaging AI with high-precision displays for real-time lesion annotation and 3D reconstruction of CT/MRI scans, improving diagnostic efficiency by 50%.

City-Scale Traffic Optimization

Roadside sensing devices plus a cloud traffic-flow prediction system, using adaptive signal control to cut average intersection delay by 35%.

Production Digital Twin

Industrial sensor networks plus a virtual simulation platform for full-lifecycle equipment monitoring and process tuning, raising yield by 12 percentage points.

Smart Retail Guidance

AI cameras analyze customer flow and people-goods-field data, linking electronic price tags and AR fitting mirrors to lift conversion by 25% and average order value by 18%.

Energy Management System

Power-monitoring hardware fused with load-forecasting algorithms for real-time building energy monitoring and optimized scheduling, achieving 15%-30% annual savings.

Representative Products

From concept to mass production, we crystallize AI capabilities into deliverable products.

"Mingtu" AI Vision Navigation Glasses

High-precision SLAM and binocular cameras deliver centimeter-level positioning and obstacle detection; multi-modal interaction via bone-conduction audio, touch and voice; body weight under 80g; offline 3D semantic map navigation for accessible travel for the visually impaired.

Smart Park Digital Management Platform

A 3D digital-twin operations center integrating an IoT middle-platform, intelligent security, facility management and data analytics, with mobile apps for visitor booking, parking payment and maintenance requests.

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.

Success Stories

Integrated digital delivery for incubators, parks and enterprise clients.

Zhongzhi Incubator Website

Built front and back end on React + Node.js with integrated smart customer service and analytics, deploying TensorFlow models for recommendations and NLP for processing enterprise applications—efficient delivery that empowers incubation.

Zhihui Youth Park OA System

An Activiti workflow engine powers 21 approval processes, IoT control enables smart meeting-room scheduling, and a Hadoop + Spark dashboard lifts approval efficiency by 65%.

SaaS Platform Prototype

Distributed microservices on Spring Cloud Alibaba with multi-tenant isolation and automated ops, exposing 128 RESTful APIs handling over 500,000 daily calls.

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