Time elapses rapidly, and in an instant, Labverse Technologies has entered its second year. This past year has been marked by unwavering exploration, relentless effort, and an abundance of accomplishments. As the founder, I am filled with a profound sense of pride and gratitude to reflect on and anticipate this journey.

In 2003, when computers were not as prevalent in China as they are today, I purchased a desktop computer to acquire knowledge in both software and hardware just finished my university enrollment training. And during my electrochemistry courses, I utilized C# to develop my initial parameter iteration solver and created a website for the Department of Electrochemistry.

Following my graduation, I secured my first job at SAE, where I primarily handled vast amounts of data using Visual Basic for Applications (VBA) to verify the EDLC process on the slider. This experience introduced me to the captivating realm of data processing.

In 2010, I joined ATL, where I managed Quality Assurance (QA) work for its early electric vehicle battery projects. Utilizing BIS (Battery Information System), I identified correlations between Impedance and design and process parameters. Additionally, I employed EOL (end of line) data and some advanced algorithms to group cells for multiple projects to obtain a higher and more reliable output. This work led me to recognize the paramount importance of information systems within battery enterprises. I proposed the Advanced Information System to address various business requirements, thereby gaining deeper insights into quality data and the process of product design.

Over the next 15 years at Neware, I held diverse roles, including the development and implementation of measurement system analysis (MSA) and uncertainty theory to its core measurement system to meet the demanding requirements of industry-leading clients, such as TUR > 4 and Z540.3 Guard Banding strategies. Based on these requirements, I developed automatic calibration data collection, processing and reporting, integrating them into Neware's data ecosystem. Additionally, I established a CNAS (ISO/IEC 17025)-accredited calibration laboratory, further fortifying the quality system.

Concurrently, I aslo spearheaded the laboratory digitization project, aiming to integrate with Neware's testing equipment. Under my leadership, we established a digitalization vision: “Connect, Manage, and Inspire,” aiming to enhance the efficiency of battery testing laboratories. I assembled a data science team to harness those novel data technologies to unlock the full potential of data.

Regrettably, due to some reasons, my Neware-related initiatives concluded in early 2023. Nevertheless, these projects remain on Neware's offering list, and the experiences gained have laid a solid foundation for my upcoming endeavors.

At Labverse Technologies, our unwavering commitment to delivering exceptional software products for battery laboratories remains steadfast. We are dedicated to designing cutting-edge big data systems that seamlessly integrate all facets of R&D within battery laboratories, thereby enhancing operational efficiency.

Over the past year, we have spearheaded the development of a meticulously crafted workflow engine and process automation (RPA) solution. Additionally, we have constructed a scalable and resilient infrastructure that is capable of accommodating larger business scenarios, complex data processing, and concurrent demands. Furthermore, we have addressed the multifaceted collaboration challenges faced by our clients by implementing a robust infrastructure.

In the realm of data analytics, we have seamlessly integrated physical models with data-driven insights to provide users with unparalleled data comprehension. This encompasses a comprehensive suite of features, including:

1. Utilizing Natural Language Processing (NLP) to automatically generate structured data and convert them into machine-readable test steps.
2. Applying Computer Vision (CV) to quantify SEM image metrics.
3. Calculating tortuosity from 3D tomography data.
4. Developing a Custom Equivalent Circuit Model (ECM) and parameter identification from EIS data.
5. Conducting feature engineering on cycle data to predicate cycle life.
6. Implementing anomly detection for time series data.
7. Performing various electrochemistry data processing tasks, including dQdV, GITT and so on.
8. Designing experiments for parameter spaces and implementing closed-loop optimization.
9. Automatically processing batches of Raman data.

In 1958, Harvard Business Review introduced a groundbreaking concept of “IT,” establishing the foundation for its transformative impact across diverse industries. Inspired by this visionary spirit, we are not merely developing software; we are striving to shape the future of the battery industry.

Interestingly, both batteries and software share a fundamental basis: electrons. In batteries, electrons transport energy, enabling our daily lives to improve and become more convenient. In software, electrons facilitate the exchange and flow of information, significantly enhancing efficiency.

From a higher perspective, both batteries and software share a fundamental principle: critical interfaces significantly impact overall quality. In batteries, the Solid Electrolyte Interphase (SEI) is the pivotal interface within the electrochemical system. A stable SEI directly influences the battery’s cycle life, energy density, and safety, ultimately affecting its overall performance. Similarly, in software, the Application Programming Interface (API) serves as the foundational interface of system architecture. A well-designed API enhances scalability, compatibility, and underpins the development of complex functionalities and ecosystems. Whether it is the SEI or the API, both play a decisive role in their respective domains, underscoring that interface stability and efficiency are the cornerstones of system reliability and quality.

For the battery industry we serve, we propose a three-tier vision:

1. Potential: Enhances efficiency and innovation in battery laboratories.
2. Possibility: Revolutionizes research and development processes.
3. Promise: Optimizes and integrates business operations.

Enhances efficiency and innovation in battery laboratories.

Revolutionizes research and development processes.

Optimizes and integrates business operations.

On our journey to crafting outstanding digital solutions for R&D laboratories in the battery industry, our primary objective is to establish an elite team and develop a sustainable business model to overcome the challenges associated with the “mythical man-month” concept.

Our clients aspire to achieve groundbreaking milestones in the global energy transformation. We aim to provide them with the tools and platforms necessary for their success.

We extend our sincere gratitude to every customer and team member who has supported and trusted us. Together, we will continue to innovate, collaborate, and achieve greatness.

To the future—let us shape it together!