Labverse Capabilities
Labverse Coord Suite delivers a next-generation digital platform for battery R&D labs, structured around six key pillars: management, engineering, battery data, artificial intelligence, data systems, and integration. It enables collaborative task management, process and test flow modeling, full-cycle battery data governance, AI-powered analysis and optimization, high-availability data infrastructure, and seamless interoperability with lab instruments and enterprise systems—empowering laboratories to innovate faster, manage smarter, and unlock deeper insights.
Capabilities
Management
Enhances resource efficiency and data accuracy, accelerating R&D and optimizing decision-making.
Multi-dimensional lab resource lifecycle management
Fine-grained permission and role matrix with audit trail
Real-time task tracking and collaborative workflow orchestration
Engineering
Enables precise experimental design and efficient data analysis, driving breakthroughs and innovation.
Integration of design of experiments (DOE) and result validation pipelines
Digital twin of test benches for remote management and diagnostics
Version-controlled experiment design and execution
Battery Data
Unlocks battery data value, optimizing performance evaluation and lifecycle management for efficient R&D.
Structured data capture from multi-channel test equipment
Automatic statistical analysis (mean, range, standard deviation, etc.)
Rich multi-level data processing from materials, cells to packs
Artificial Intelligence
Data-driven modeling of parameter-performance relationships
RAG-powered assistant for SOP/POP generation and query answering
Continuous improvement loop via human-in-the-loop feedback integration
Data System
High-availability storage for structured and unstructured lab data
Scalable OLAP cubes and multi-dimensional query engines
API-first architecture enabling event-driven data pipelines
Integration
Achieves deep integration of resources and processes, enhancing lab collaboration and resource efficiency.
Native adapters for lab instruments and data acquisition systems
MQTT, OPC-UA, and custom protocol support for IoT devices
Seamless integration with MES, ERP, and QMS platforms
Management
Multi-dimensional Lab Resource Lifecycle Management
Labverse enables intelligent orchestration of critical laboratory assets across the full lifecycle—covering instruments, personnel, samples, and test items. With structured metadata, visual mapping, and real-time traceability, labs gain operational control and agility. This empowers proactive maintenance, optimized scheduling, and seamless compliance with regulatory requirements.
Engineering
Integration of DOE and result validation pipelines
Labverse provides seamless integration of DOE frameworks with automated result validation, enabling high-throughput, statistically-sound experimentation. From factor screening to interaction analysis, each step is digitally linked and version-controlled—ensuring repeatability, traceability, and accelerated learning cycles for battery R&D teams.
Battery Data
Structured Data Capture from Multi-Channel Test Equipment
Labverse supports automatic, structured acquisition of high-frequency data streams from diverse battery testing instruments. With standardized metadata schemas and device adapters, it ensures accurate time alignment, channel mapping, and reliable ingestion—laying the foundation for downstream analysis, quality tracking, and model building.
Artificial Intelligence
Data-driven modeling of parameter-performance relationships
Labverse harnesses advanced regression, neural networks, and symbolic modeling techniques to uncover complex relationships between test parameters and performance outcomes. By combining high-quality historical data with continuous learning pipelines, it empowers labs to predict behavior, optimize designs, and close the loop between experimentation and engineering insight.
Data System
High-availability storage for structured and unstructured lab data
Labverse ensures reliable and scalable storage for both structured test results and unstructured lab content such as images, documents, and logs. Leveraging distributed architecture, version control, and redundancy mechanisms, it guarantees data security, high availability, and compliance—supporting long-term knowledge preservation and traceable experimentation.
Integration
Native adapters for lab instruments and data acquisition systems
Labverse provides out-of-the-box connectors and protocol handlers for a wide range of laboratory instruments and DAQ systems. It supports real-time data ingestion, metadata mapping, and auto-synchronization—enabling laboratories to eliminate manual data handling, reduce latency, and unlock seamless interoperability between physical devices and digital systems.
Manage, Build, Envision.
Potential, Possibility, Promise.
Chosen by Leading Battery Innovators
