Lab Automation

Stortrec Business Development

Infrastructure for Chemical R&D 2026

Accelerating chemical reaction discovery through AI-driven High-Throughput Screening (HTS). We provide the massive compute and storage backends required for autonomous, self-driving laboratory ecosystems.

HPC-Clusters Lustre / GPFS GPU-Inference Managed Services

High-Throughput

Orchestration of robotic workcells for parallel synthesis. Massive data ingestion from LC-MS and NMR systems.

Closed-Loop AI

Active learning cycles that predict the next optimal reaction coordinates, reducing Trial-and-Error by 80%.

Storage Logic

NVMe-tiering for real-time analytical monitoring. Reliable archiving of labeled chemical datasets.

HPC Compute

Scalable GPU clusters for Physics-Informed Neural Networks (PINNs) and molecular docking simulations.

Implementation Logic

Phase Action Outcome
Data Engineering Integration of disparate lab instrument outputs into a unified HPC Data Lake. Clean, ML-ready training sets.
Model Deployment Running Generative Active Learning to propose new reaction pathways. Prioritized "Hit" libraries for synthesis.
Automation Scale Full robotic execution with real-time feedback via Digital Twins. Accelerated TTM for chemical products.