protocols.io

A powerful solution for accelerating computational experiments, enabling non-developers and non-ML researchers to obtain results quickly and efficiently. It streamlines scientific experiment orchestration and optimizes resource consumption for maximum efficiency. With an intuitive low-code interface, it facilitates computational modeling, team collaboration, and instant results sharing. The platform's optimized resource management ensures seamless hybrid infrastructure orchestration, integrating on-prem servers and HPC hardware for scientific use. Additionally, it enhances experiment reproducibility and enables interactive result sharing for improved research transparency and collaboration.

Reshape Biotech delivers a robotics-and-AI-powered automation platform for microbiology laboratories that transforms manual plate-based assays into scalable, data-rich, reproducible workflows. Its core products, including a “Smart Incubator,” a high-throughput imaging device, and a cloud-based “Discovery Platform,” automatically capture high-resolution images of Petri dishes or microtiter plates during incubation, then upload them to the cloud for real-time AI analysis. It can accurately process colony counting, radial growth, fluorescence, turbidity, color assays, seed-germination phenotypes, antagonistic assays, and other microbial or cell-based readouts, eliminating time-consuming manual observation and reducing errors. By storing every experiment and dataset in a unified, searchable workspace, Reshape enables teams to compare results across experiments, collaborate across labs, and ensure standardization and reproducibility regardless of scale.