Unmanned Laboratory (I&I-Lab) · Environmental Online Monitoring · ESG & Carbon Management — three segments advancing together
The first generation achieved unattended operation; the second adds AI-driven management on top. Huayue gives the laboratory a brain (AIOS) and eyes (vision AI), carried on a Smart Base of modular work units
Three agents working together: workflow definition → visual perception → data integration, so the whole laboratory runs automatically, is editable and fully traceable
Defines the test workflow and issues the optimal plan through the Smart Base digital twin platform. Modules combine to handle different samples, parameters and test flows, and to support method expansion, standard changes and exploratory research. Runs samples in batches with parameters in parallel, and continuously improves the experimental knowledge base through training.
Industrial vision AI gives the laboratory eyes: full-process visibility, event management, sample label reading, and comparative interpretation of results.
Adapts to mainstream instrument data interfaces. Manual analysis is hard to reproduce and hard to trace; a flexible process records its own data, making the entire testing workflow traceable, with anomalies traceable to source.
It automates the manual steps of laboratory analysis, modularises standard equipment operations and programs standard experimental flows — so that on an automated laboratory hardware base, operations execute automatically, processes are editable, results are analysed centrally and the entire workflow is traceable.
Samples registered and stored, then routed automatically
Temperature-controlled, light-protected storage with automated in/out
Reagents dispensed automatically; pretreatment linked to measurement
Closed-loop operation on a reusable circulating track
Dual lines covering liquid samples (surface water) and solid samples (soil)
Liquid Sample · Full LineA fully unmanned line for routine environmental factors, pollution sources and integrated ecological monitoring — unattended end to end, from sample logging to report.
Unattended end to end
Flexible workflow orchestration
Liquid Sample · StandaloneFully automated determination of total phosphorus, total nitrogen, ammonia nitrogen and hexavalent chromium. Dispensing, transfer, pretreatment, recovery, measurement and reporting are unattended — replicating manual operation 1:1 and fully compliant with national standards.
Modular, customisable workflows and parameters
National-standard compliant · unattended
Solid Sample · SoilBuilt on advanced high-speed robotic arm technology from the China Academy of Machinery Science and Technology, it mimics manual sample preparation to integrate primary screening, grinding, sieving, weighing, splitting, bottle filling and system cleaning into one automated workflow.
10 / 20 / 60 / 100 / 200 mesh, prepared to order
Higher throughput · fewer human errors
Software · IntegrationConnects instruments and pretreatment equipment from any vendor — equipment-neutral, open and compatible. Existing instruments join the smart-laboratory system, fusing equipment and data.
Multi-brand instruments connected uniformly
A unified data interface into LIMS
A national top-10 environmental monitoring company and a provincial-level core service provider in South China, deep in water and air monitoring and O&M services
Nationwide service capability and a provincial-level core service provider across Guangdong, Fujian and the wider South China region
Combined atmospheric and water environment monitoring capability
Routine and non-routine analysis, pollution source monitoring and effectiveness audits
A 100-strong professional team · systematic talent development
A deep reserve of water and air instruments · central QC laboratory
Carbon monitoring and accounting, computing-power and site energy management, ESG evaluation — from carbon data to carbon action
Greenhouse gases are converted to CO₂-equivalent for accounting. We contributed to China's first urban greenhouse gas monitoring network in Shenzhen, and to the construction and accounting of high- and medium-precision carbon source-and-sink networks in Beijing and Guangzhou.
Meeting the energy and carbon challenge that computing power brings, we delivered one of China's first computing-centre energy management pilots (China Mobile's building renewal initiative). All buildings met their PUE targets — a benchmark for carbon management in Chinese computing centres.
ESG evaluation, environmental performance and sustainability advisory for enterprises and industrial parks.
For IDCs and site equipment rooms we provide an integrated energy management solution spanning immersion liquid cooling, centralised HVAC control and intelligent PUE optimisation — so that limited power yields more computing output.
Efficient heat dissipation, significantly cutting cooling energy
Cooling on demand, coordinated scheduling
All buildings meet their PUE targets
China Mobile's building renewal initiative
The questions customers ask most about the I&I-Lab Unmanned Laboratory and product selection
Our solutions team will put together a plan and a quotation based on your testing scenario.