
Simulation R&D Platform Developer


Bohr Transition Lab,
Breakthrough Traditional Laboratories
Core Bottleneck of Intelligent Transformation
In the era of Agentic Science at Scale, the core bottleneck in the rapid transformation of traditional laboratories into dry-wet closed-loop smart laboratories lies in multiple factors such as equipment fragmentation, reliance on experience, scattered data, inefficient deployment, and the immense difficulty of software-hardware integration debugging, along with the lack of post-intelligent planning. To address this issue, DP Technology has officially launched a solution aimed at fully integrating the entire chain of dry-wet closed-loop smart laboratories.Bohr Transition Lab。

Bohr・Transition Lab Link:
https://leap-lab.bohrium.com/

Bohr Transition Lab
Core Function
"Laboratory Pain Points":Equipment operation, monitoring, and data recording must be performed directly at the lab bench. Attempting to access the system remotely via a computer faces challenges such as heterogeneous interfaces from multiple instrument manufacturers, independent software systems, and extremely high joint debugging costs.
Bohr·DP Technology Achieves Breakthrough in Addressing Key Pain Points:
Device Access Agent:Once you have the document, you can immediately use it to expand, execute remote experiments, and monitor status;

More than 1800 instrument models connected, covering common laboratory scenarios;
Experimental Operation Agent:Natural Language Management Reagent Materials, Query Equipment / Task status, execute control or initiate template experiments, acquire and analyze data, single-entry coverage of the entire laboratory process;
Manage Reagent Materials

Launch Template Experiment / Check Task Status and Results

Status Monitoring:Real-time aggregation of device operation, sensor data, and anomaly alerts, providing a unified view of device health.

Core Value Brought:Integrate closed instruments for unified resource scheduling, eliminate interoperability barriers, and solidify dry-wet closed-loop.Connection LayerFoundation.
2.2 Intelligent Experiment Record + Visualized Process Orchestration: Breaking Free from Experience Dependence
"Laboratory Pain Points":The experimental process relies on personal experience, making reproducibility and cross-team migration highly challenging.
Bohr·DP Technology Achieves Breakthrough in Addressing Key Pain Points:
Intelligent Experiment Record:Batch configuration parameters, standardized semantic collection, automatic association of experimental context, and avoidance of input errors
Visualized Process Orchestration:Zero-code drag-and-drop design of experimental pathways, intelligent scheduling ensures execution consistency, and process templates can be shared and reused across teams.

Core Value Brought:Transform personal experience into organizational-level standard process assets, ensure experiment reproducibility, and solidify the dry-wet closed loop.Tissue Layer
2.3 AI-Ready Data Sedimentation + Overview of Dry-Wet Closed-Loop Project: Solving Data Dispersion
"Laboratory Pain Points":The experimental data is scattered and in inconsistent formats, making it impossible to use directly for modeling calculations.
Bohr·DP Technology Achieves Breakthrough in Addressing Key Pain Points:
AI-ReadyData Output:AI-Ready Data: Native structured record parameters and results, ready for modeling without secondary cleaning, with full-chain data traceability;

Overview of Dry and Wet Closed-loop Projects:Aggregate computational and experimental progress, combined with Bohr Scientific computing power, to generate the next round of experimental parameter suggestions at the click of a button, leading to visibly accelerated scientific discoveries.

Core Value Brought:Upgrade data from storable to computable, transforming it into digital assets that drive model iteration, accelerating the dry-wet closed-loop iteration, and becoming the closed loop.Acceleration Layer
Full Lifecycle Material Management:Covering the warehousing and circulation of reagents and consumables, with real-time traceability and expiration alerts. / Storage Violation;

2.4 Cloud CAD: Shorten"Long deployment cycle"
Laboratory Pain Points:The implementation of laboratory construction plans is slow, and renovations are difficult.
Bohr·DP Technology Achieves Breakthrough in Solving Key Pain Points:
Cloud CAD:2D/3D Simulation Planning Laboratory, Pre-validation Construction Plan

Core Value:Shorten the full-link laboratory landing cycle, lower the transformation threshold, and become a large-scale construction.Collaborative Layer

Compared with traditional ELN/LIMS
The essential difference


With Uni-Lab-OS
The Relationship


About DP Technology
