Katalyst D2D (Design to Decide) is a software application designed to automate and analyze the entire high throughput and parallel chemistry workflow in one interface. It provides integrated, automated experiment planning, execution, and analysis capabilities, connecting live analytical data to each experiment for efficient decision-making. The software supports optimal experimental designs through integrated machine learning tools and allows for the export of structured results for cross-experiment analysis and AI/ML dataset preparation, making it essential for digitalized HTE. Katalyst D2D reduces the risk of error propagation by automating manual tasks and eliminating transcription between multiple software applications. It enables users to quickly achieve optimal reaction conditions using the ML Bayesian optimization algorithm, guiding the design of experiments (DoE) and allowing for the investigation of autonomous HTE using no-code AI models with interactive visualizations. The software automatically assembles analytical data from entire studies in one place, connecting data generated in HT experiments with each well, facilitating a faster transition from Design to Decide. It also offers flexibility in data analysis, allowing users to visualize results within the Katalyst interface or export them for analysis in their preferred data visualization software. Katalyst D2D delivers normalized, structured high throughput data that can be readily exported for use in data science applications. The connection of data throughout HTE workflows ensures context with data so that meaningful insights can be gained. The browser-based software simplifies roll-out, implementation of updates, and maintenance, with deployment options available on-premises or on the cloud. Admin tools help manage the application environment remotely, review problems, and provide resolution steps. Katalyst is designed to integrate with instrument hardware, software, and many applications typically used by HTE teams, with professional services and support teams ensuring these integrations continue to operate as intended.

Features & Benefits

• Automate HTE in One Interface
  • Purpose-built to automate and analyze your entire high throughput and parallel chemistry workflow in one interface. Integrates with networked hardware, laboratory execution systems, lab automation equipment, analytical instruments, and informatics systems.
• Ensure Data Integrity
  • Reduces the risk of error propagation from data transcription between systems. Automates manual tasks and eliminates transcription between the multiple software applications you currently use to design, plan, and execute HT, array-based chemistry or parallel synthesis.
• ML-Enabled Reaction Design
  • Quickly achieve optimal reaction conditions using the ML Bayesian optimization algorithm. Input your parameters and let the software guide your design of experiments (DoE). Investigate a path to autonomous HTE using no-code AI models with interactive visualizations.
• Decide Faster with Assembled Results
  • Automatically assembles all your analytical data, from entire studies, in one place. Data generated in HT experiments is connected with each well so you can get from Design to Decide in one application. Conveniently reprocess batch data or a selection of experiment datasets, no matter the instrument.
• Flexibility in Data Analysis
  • Visualize your results within the Katalyst interface or, because your data is not locked into our format, export it for analysis in your favorite data visualization software.
• Leverage Structured Data for AI/ML
  • Pipeline the volumes of structured data you generate and manage with Katalyst, to machine learning and artificial intelligence models.
• Increased Efficiency
  • Reduce time spent assembling, managing, and sharing data. Execute experiments quicker with automatic procedure and robot worklists. Plan experiments faster with built-in templates and pre-dispensed plates (kits).
• Seamless Sharing
  • Find and review data for your experiment efficiently with automatic data transfer from all the systems in your workflow, into the Katalyst interface. Access data from other experiments of interest, in the Katalyst interface. No need to be tied to the instrument lab or office computer to manage your data.
• Structured Data
  • Delivers normalized, structured high throughput data that can be readily exported for use in data science applications.
• Contextualized Data
  • Connection of data throughout HTE workflows ensures context with data so that meaningful insights can be gained.
• Streamlined Deployment & Maintenance
  • Browser-based software means simpler roll-out, implementation of updates, and maintenance. Deploy on-premises or on the cloud (hosted in your environment). Admin tools help you manage the application environment remotely, review problems, and provide resolution steps.