Product/Service

Katalyst D2D®: Streamline High Throughput Experimentation, Process Development & Materials Studies

Source: ACD/Labs
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Software for Automated, Digitalized Experimentation

Katalyst D2D® (Design-to-Decide) provides integrated experiment design, planning, execution, and analysis for high-throughput synthesis, process optimization, and preformulation studies. It helps scientists execute experiments more efficiently and connect data with decisions across the design-make-test-analyze (DMTA) cycle.

Whether you’re optimizing reaction conditions, scaling synthetic routes, or screening solid forms, use Katalyst to:

  • Manage data across your entire workflow
  • Support visualization and interpretation of analytical results
  • Use structured data for decisive decision-making and AI/ML

High Throughput Experimentation

  • Design, execute, and analyze HT experiments using a single interface.
  • Identify optimal reaction conditions with connected data automatically assembled in one place.
  • Leverage HT data and accelerate future projects.

Process Chemistry

  • Design, execute, and analyze process optimization and scale-up synthesis in one software.
  • One interface for lab-scale process optimization and pilot-scale workflows.
  • Review automatically assembled real-time and sampling data to identify optimal process scale-up conditions.

Material Studies

  • Design, execute, and analyze diverse material studies in one interface.
  • Auto-assemble critical process parameters (CPPs) and material attributes—solubility, stability, thermal properties etc. for efficient decision-making.
  • Ensure CMC data traceability for regulatory readiness with connected, contextual data.

Benefits

Accelerate Experimental Workflows

Automate Workflows in One Interface

  • Katalyst is purpose-built to support your entire workflow—whether it is HT experimentation, reaction scale-up, or solid state characterization.
  • Integrate with your networked hardware, laboratory execution systems, lab automation equipment, analytical instruments, and informatics systems.

Ensure Data Integrity

  • Reduce the risk of error propagation from data transcription between systems.
  • Eliminate manual transcription between the multiple software applications you currently use to design, plan, execute, and analyze experiments.
  • Assure compliance with FAIR and ALCOA principles.

AI/ML-Enabled Reaction Design

  • Use integrable third-party AI models to guide design of experiments (DoE) across a wide range of CMC studies including synthetic route optimization, process scale-up, work-up and crystallization.

Decide Faster with Assembled Results

  • Katalyst automatically assembles all your data from entire studies. Go from Design to Decide in one application.
  • Conveniently reprocess batch analytical data or a selection of datasets, no matter the instrument.

Flexible Data Analysis

  • Visualize experimental results within the Katalyst interface or, because your data is not locked into our format, export for analysis into your preferred 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.

Features of Katalyst D2D®

  • High Throughput Experimentation
  • Process Chemistry
  • Material Studies

Deployment/Integration Options

Deploy On-Cloud or On-Premises

Katalyst D2D has been successfully deployed both on-premises and client-hosted Cloud (e.g., AWS). We will help you with implementation and provide support for your deployment.

Tailored to Your Process & Environment

When it comes to complex workflows, one-size solutions will not fit everyone. We work with you to design the deployment and integration of Katalyst to serve your data, hardware, and software. Get the custom fit of an in-house solution with the quality and upkeep of a supported, commercial product.

Integrates With Your Laboratory Informatics Systems

Spend your time on the science, not administrative tasks.

Katalyst D2D integrates with your electronic notebook (ELN, e.g. Revvity Signals), AI/ML models and software, in-house databases and systems (chemical inventory, registration systems, etc.), lab automation equipment, and more.

So, instead of manually transcribing data between systems, you can concentrate on screening optimal reaction conditions, or executing material studies, to move projects along faster.