Ai5 Lab by Sener — A New Level of Automation in Bacteriology Laboratories

In modern clinical microbiology, automation is becoming an increasingly important topic. Laboratories handle hundreds of samples daily, where the speed and accuracy of results can directly impact patient outcomes. At the same time, the shortage of skilled specialists is growing, and the requirements for quality and reproducibility of results continue to increase.

 

Against this backdrop, Sener Diagnostics (Spain) has introduced a next-generation solution — Ai5 Lab, a comprehensive automated platform for bacteriology laboratories that combines automatic inoculation, incubation, digital imaging, and artificial intelligence for result interpretation.

 

What is Ai5 Lab?

 

Ai5 Lab is a modular automation system for bacteriology laboratories, consisting of three main components:

AUTOPLAK — an automatic inoculation module for plating samples on culture media;

 

 

AIPLAK — an incubator with a dual imaging system (real-time growth monitoring + digital scanning);

 

 

AI Modules — artificial intelligence (AI) algorithms for detecting growth, counting colonies, analyzing morphology, and preliminary microorganism identification.

Sener positions Ai5 Lab as the most compact and flexible solution in its class — it does not require large spaces or special rooms, making it attractive for hospital laboratories in Ukraine, where space is often limited.

 

How the System Works

 

Inoculation

The AUTOPLAK module performs standardized inoculation of samples (urine, blood, sputum, etc.) onto Petri plates with accuracy that is difficult to achieve manually. The system can operate continuously, producing batches of dishes with precise labeling and barcode tracking.

 

 

Incubation and Monitoring

AIPLAK is a "smart" incubator that continuously records colony growth through two independent imaging systems. One module tracks growth dynamics from below (time series), while the other captures high-resolution images from above. This allows the laboratory to obtain a complete chronology of colony development, viewable digitally without opening the incubator.

 

Data Analysis

The AI Modules analyze the captured images to determine:

• presence or absence of growth (growth / no growth);
• contamination level;
• colony count and morphology;
• preliminary classification of pathogens based on growth patterns.

 

 

For example, in urine culture trials, Ai5 Lab algorithms demonstrated 100% sensitivity and 97.53% specificity in detecting E. coli growth.

 

Key Advantages of Ai5 Lab

 

Modularity and Scalability

Ai5 Lab is not "all or nothing." Laboratories can start with one module (e.g., the automatic incubator) and gradually expand the system as needed. This is especially important for facilities modernizing in stages or with limited budgets.

 

Compactness

Unlike large automated lines, Ai5 Lab does not require a dedicated room or special climate control. The device is designed to maximize space efficiency, which is critical for most Ukrainian laboratories.

 

Digital Microbiology

All images and data are stored in a unified database and can be accessed through the user interface or the LIS. This enables remote result review, training, audits, and creation of digital culture archives.

 

Reduction of Human Error

Automation of critical steps (inoculation, labeling, incubation, growth assessment) significantly improves reproducibility and reduces the risk of errors.

 

AI Support

The algorithms analyze data and improve over time based on accumulated information, enhancing analysis efficiency and standardization of results.

 

Ai5 Lab and the Ukrainian Market

 

Ukrainian laboratories are increasingly adopting automated solutions – initially in biochemistry and hematology, and now in microbiology. However, bacteriology remains the most challenging to standardize due to numerous manual processes.

Systems like Ai5 Lab can become a key element of the next-generation microbiology laboratory, especially in large hospitals, transplantation centers, intensive care laboratories, and regional clinical centers.

 

Key benefits include:

• increased throughput without additional staff;
• space optimization — relevant for renovations and new projects;
• digital traceability of results for ISO 15189 accreditation;
• potential integration with existing LIS systems (HL7 or API).

 

Practical Implementation: Considerations

 

Before implementing such systems, it is important to evaluate:

• sample flows (whether automation is justified for your volume);
• types of samples (urine, blood, wound exudates, sterile fluids, etc.);
• infrastructure requirements (power, temperature, network access);
• staff training — the system is intuitive but requires short training;
• compatibility with existing consumables.

 

The Digital Future of Bacteriology

 

Ai5 Lab exemplifies how technology transforms classical bacteriology into a digital field, where every process can be tracked, measured, and optimized.

 

For Ukrainian laboratories, this opens opportunities for:

• creating national culture image databases for AI model training;
• digital integration and remote access to research results;
• forming digital biobanks useful for epidemiological monitoring and scientific research.

 

Conclusion

Automation of bacteriology processes is essential for modern laboratories seeking consistent quality, faster results, and resource efficiency.

The Ai5 Lab system by Sener demonstrates that the future of microbiology is not just about robots, but smart modules that help specialists make faster and more accurate decisions.

 

Ai5 Lab is a step from manual routine work to next-generation digital microbiology.