Learning System

Seven modules (M0–M6), each offered at three depths: L1, L2 and L3. Each row is a module and each column a depth; a cell gives that level's course title, length in days and a one-line summary. Select any cell to open the course.

Learning matrix: horizontal = L1-L3 levels, vertical = M0-M6 modules; each cell shows the module title, duration, and outcomes for that module at that level.
Module / Level	L1 Demo Level Can follow it, explain it and demo it on the spot	L2 Consultant Level Can configure a working system independently	L3 Design Level Can integrate and customise for a business: API integration, model training, private deployment	Open-source projects you can reproduce
Build with AI No coding background needed: AI writes the code and you build working hardware
M0 Smart Hardware Fundamentals Entry course for complete beginners. Three hardware platforms in increasing depth: Grove for sensing, Wio Terminal for interaction, XIAO for image recognition.	A · Perception 1d Grove × Codecraft	B · Interaction 1d Wio Terminal × BMAD	C · Vision 1d XIAO ESP32S3 Sense
Build AI Products Build terminals and devices with AI capabilities
M2 Multimodal AI Interaction Speak to a terminal to check stock, log goods in and out and control devices. The whole stack can also run locally and keep working offline.	Multimodal Interaction Capability Experience 1d Query data and control devices by speaking to the Watcher	Business System Integration and Linkage Configuration 3d Connect voice to warehouse and other business systems through MCP	End-to-End Local Offline Voice AI Pipeline Deployment 5d Run the whole voice pipeline locally: works offline, data never leaves the intranet	Voice-operated warehouse Local voice service
M4 Edge Vision AI Have cameras raise an alert the moment something happens: object detection, zone intrusion, linked sound-and-light alarms. No face recognition.	Dual-Track Experience and Basic Configuration 1d Set up one reCamera, draw a zone and detect targets	Dual-Track Scenario Automation and Multi-Channel Aggregation 3d Feed multiple cameras into Frigate, cut false alarms and trigger sound-and-light alerts	Model Customization and Edge Deployment Optimization 5d Train your own detection model and deploy it to edge hardware	Intrusion and loitering alerts Parking slot monitor Retail people-flow heatmap
M6 Robotic Control & Embodied Intelligence On a six-axis desktop robotic arm, go from leader–follower teleoperation to grasping driven by 3D vision.	Selection Awareness, Safety Standards, and Out-of-Box Setup 1d Teleoperate Six-Axis Robotic Arm, Real-Time Sync Multi-DOF Motions	Scenario Analysis, Spatial Intuition, and Multimodal Orchestration 3d Sequence multi-step motions and trigger grasps from vision events	End-to-End 3D Spatial Grasping and Embodied AI Outlook 5d Get 3D coordinates from a depth camera and drive the real arm from Python	Voice-controlled grasping arm Voice-controlled SO-ARM arm
Solutions Integrate multiple devices and networks into one site
M1 Device Connectivity & Smart Control Connect air conditioning, lighting and power meters from different brands to one local platform and see how much power each circuit uses.	Platform Introduction and Basic Device Integration 1d See the status of devices from every brand on one dashboard	Industrial Bus Integration and Scenario Automation 3d Bring in Modbus meters and transmitters, then build an energy dashboard and cross-device automations	Business Integration and System Operations 5d Integrate external systems and set up backup and operations, with data kept on site	Multi-protocol industrial gateway HVAC automation control
M3 Mesh Networking & Resilient Communication Outside mainland China only Where there is no public network, use LoRa Mesh to send messages, report positions and return sensor data. The kit covers overseas frequency bands only.	Basic Networking and Offline Communication 1d Network three or more nodes and exchange messages and positions without a public network	Status Monitoring and MQTT Bridging 3d Bridge mesh data to MQTT and watch node position and battery level on a dashboard	Off-Grid Sensor Integration and Firmware Customization 5d Modify Meshtastic firmware and attach an environmental sensor to a node	Sheep counter over LoRa
M5 Environmental Sensing & Data Acquisition Install industrial sensors in greenhouses, rivers and warehouses and read the data on a phone. Connect over 4G or LoRaWAN, with no cabling.	Environmental Sensing Network Architecture and Data Monitoring 1d Power up the devices and see environmental data on the web and in the app	Sensor Wiring, Modbus Configuration, and Rule-Based Alerts 3d Wire up RS485 sensors and configure polling and three or more alert rules	API Data Integration and Local Edge Automation 5d Pull data through the Open API into Grafana and local automations	Agricultural environment monitoring Spoken device reports via MCP

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Once the module and depth are chosen, we can talk about running it.

Course fees are determined by cohort size, depth, and hardware kits. Email us your organisation type, target module, and timeline to receive an itemized proposal within 3 business days.

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