Data Analysis

Powerful tools for formulation design, optimization, and preparation that streamline laboratory calculations and material planning

Overview

The Data Analysis category provides specialized widgets designed to support formulation design, optimization, and preparation workflows directly within your ELN or LIMS. These widgets enable users to calculate reagent mixtures, optimize ingredient combinations using advanced algorithms, and automatically track material consumption for inventory management. Whether you're preparing PCR reactions with precise component ratios, optimizing feed formulations to meet nutritional constraints while minimizing cost, or developing pharmaceutical formulations that balance efficacy and compliance, these tools make it easy to perform complex calculations and data-driven decisions in a structured, integrated environment.

Widgets

• Formulate - Optimize ingredient combinations using linear programming algorithms

• Formulation - Prepare reagent mixtures with automatic target amount calculations