AI + Lights-out Laboratories full life cycle implementation provider
As a professional innovator and practitioner of AI + "Lights-out Laboratories" full life cycle intelligent services, Dynaflow takes the service of the entire life cycle of Lights-out Laboratories as its core, covering various fields, including laboratory design (consulting, feasibility studies, preliminary design, construction drawings, BIM design), modular production, automated assembly implementation and installation, and the management and operation of AI + Lights-out Laboratories. Ultimately, it presents a complete, AI-driven, fully unmanned production state.
With its strong independent R&D capabilities, Dynaflow focuses on the innovative R&D and application of AI + Lights-out Laboratories. It has independently developed advanced algorithm platforms, intelligent robots, automatic control equipment, and advanced experimental instruments suitable for AI + Lights-out Laboratories, realizing unmanned operation and full-process closed-loop control, and providing high-quality and intelligent support for scientific research work. It can be widely adapted to various R&D scenarios. Through unmanned experimental operations, it not only improves efficiency by up to 480 times, but also simultaneously enhances sensitivity, safety, and quality stability. In terms of space and energy consumption management, the laboratory area can be reduced by up to 85%, and energy consumption is reduced by an average of 50% or more, significantly optimizing the input-output ratio of scientific research investment, redefining the efficiency standards of smart laboratories, and meeting customers' needs for efficient, intelligent, and safe laboratories.

Artificial Intelligence
A technology that uses computer simulation of human intelligent behavior

Machine Learning
The ability to learn from experience without explicit programming

Deep Learning
Automatically learning features from data using neural networks


Advantages of AI + Lights-out Laboratories
Intelligent Decision-Making
Through AI algorithms, design experimental schemes, optimize parameters, and even independently analyze results and adjust subsequent steps, improving the success rate and efficiency of experiments.
Full Process Closed Loop
From sample processing and experiment execution to data analysis, a complete closed loop is formed, reducing human error and ensuring the reliability and consistency of experimental results.
24-hour Operation
It is not limited by human working hours and can significantly shorten the R&D cycle, especially suitable for fields requiring high-throughput experiments.
High-Precision Operation
Equipped with high-precision collaborative robots, which are equipped with precision fixtures, can complete complex operations, have high repeat positioning accuracy, and ensure the accuracy of experiments.
High Safety
Avoid personnel contact with hazardous chemicals or biological samples, reduce experimental risks, and ensure the safety of scientific research personnel.
Cost Reduction and Efficiency Increase
Long-term savings in labor costs, reduced waste of experimental materials, improved experimental efficiency, and higher economic benefits for the laboratory.
Customized Services for AI + Lights-out Laboratories
Development of Digital Management Platform
Develop targeted digital management platform software according to user needs, deploy it on the server; responsible for data analysis, logical judgment, and issuing instructions, it is the "brain" of the robot laboratory.
Development of IOT Automatic Control System
Build a smart space, unify the connection of equipment, unified management, realize automated detection, transparent laboratory, refined management, and data-driven decision-making.
Integrated Automation Equipment
It consists of robots, intelligent hardware devices, PLC control and drive devices, various sensors, etc., receives instructions from the digital management platform and executes them; schedules and manages all participating robots and workstations.
Case Sharing
Application Scenarios
AI + Lights-out Laboratories penetrates the entire laboratory process, and its business widely covers various fields such as chemistry, materials, new energy batteries, biopharmaceuticals, and medicine, injecting strong impetus into industry development.

High-Toxicity Operations

Microbial Environment

Precise Operation

High-Intensity Operation