AI for every device
We build AI-powered hardware and retrofit traditional machinery with intelligence — from product definition, hardware design and embedded firmware to cloud AI, all in-house. Two LingJing platforms are live, and 8 AI hardware projects are open for crowdfunding right now.
Two business lines, one goal: ship AI as real products
No demo-ware. We build products that can be mass-produced, delivered and maintained.
AI Hardware & Software R&D
- Product definition, PRD & BOM cost planning
- Schematic · PCB · enclosure CAD hardware design
- Embedded firmware: STM32 / ESP32 / RT-Thread
- Apps · WeChat mini-programs · web consoles
- Cloud platforms · OTA · MQTT IoT access
- Edge AI: vision models · LLM apps · RAG
Machinery Smart Retrofit
- Sensor & control retrofit, equipment IoT connectivity
- Edge computing, protocol adaptation, data to cloud
- Remote monitoring, alerting & predictive maintenance
- AI vision quality inspection & safety alerts
- LingJing dashboard integration
- Docker private deployment — data stays in-house
Three core strengths
Full-stack in-house
Hardware, firmware, cloud and algorithms delivered by one team — no outsourced core, lower friction, faster iteration.
Edge AI
On-device NPU inference with model quantization (RKNN / ONNX): works offline, responds in milliseconds, costs less over time.
Data sovereignty
Local-first + Docker private deployment, fully usable inside an intranet. Keeping customer data in-house is a design premise, not a compromise.
The LingJing product family
The Trainer produces models; Screen & Vision consume them — a complete loop from data to decisions.
Local model training & management platform × ready-made vision model store: collaborative annotation, multi-GPU training scheduling, 3-runtime export verification, AES encrypted delivery, Docker private deployment.
Drag-and-drop BI dashboards × GB28181 AI video alerting: 60+ chart components, works with existing Hikvision / Dahua cameras, AI monitoring 7×24 with minute-level alerts on screen.
6 AI hardware projects, transparent progress
All software-hardware integrated, all in-house — covering work, home, health and eldercare. Crowdfunding goals start from ¥20,000. Backers, enterprises and investors are all welcome.
Smart Cup
The cup that reminds and checks on you
AI Smart Aquarium
90 days without losing a fish, even for beginners
Smart Home Hub
The screened brain of your smart home
Fridge Freshness Vision
A fridge that knows how fresh your food is
Smart Safety Cane
Fall detection · SOS · GPS for your parents
AI Smart Lunchbox
Know what your child ate at school, by dinner time
AI Vision Box
Turn existing cameras into AI sentinels · On-device · Scene packs
Four steps from idea to product
Assessment
Talk by phone / WeChat, on-site survey when needed — initial assessment within a week.
Solution & prototype
Solution design with a verifiable prototype, typically within 2–4 weeks.
Development
Hardware / software / AI developed in parallel with transparent milestones.
Delivery & operations
Private deployment, complete documentation, continuous iteration and support.
Frequently asked questions
How do I join the crowdfunding? What are the goals?
How does machinery smart retrofit work, and how long does it take?
When can I buy the crowdfunded products?
Do you support OEM / white-label / custom development?
How is data security handled?
Where are you based? Do you do on-site assessments?
Got an idea? A machine to make smart?
From a brand-new AI device to retrofitting existing equipment — talk directly with our engineers. Bilingual service in English & Chinese.
📞 Phone / WeChat: 19040667970