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MLSK

Decades of experience in ML and informatics has enabled Workflow Informatics to identify the best-of-breed technologies for the rapid deployment of our Machine Learning Starter Kit.

Machine Learning Starter Kit

Do you want to leverage the power of machine learning (ML) to optimize your research and bring your cutting-edge discoveries to the market as quickly as possible? Workflow Informatics can help.

Decades of experience in ML and informatics has enabled Workflow Informatics to identify the best-of-breed technologies for the rapid deployment of our Machine Learning Starter Kit. The MLSK is an automated environment that enables the rapid creation of ML models built upon a database of your curated data. Novice data scientists can immediately start building models in this environment. Integration with your scientific data platforms (ELN, ChemReg, …) ensures automatic updating of the models and predictions. Model versions and performance are tracked and surfaced to the user in an easy-to-use interface.

The ML Starter Kit includes:

  • A data warehouse, deployed into your AWS environment, and curated with harmonized ontologies to enable ML (e.g. the BiochemUDM) 
  • Deployment of the SCP Workbench
  • Automated ETL services
  • Services to help you create your initial set of models and train your team to take over the process
 

The MLSK is architected as a ‘Private SaaS’ (also called BYOC – Bring your Own Cloud). This hybrid architecture is the ultimate solution for businesses that prioritize data control and security. Workbench deploys as an AWS Stack within your own cloud environment, ensuring compliance with stringent corporate and regulatory standards.

For more information, please see our content below, and reach out to us at info@workflowinformatics.com to schedule a discussion.

Also, please learn more about our SCP partners at https://www.supercowpowers.com/.