Modular Analysis

Modular Analysis, developed by Ganymede (now part of Apprentice.io), is an AI-enabled scientific assay analysis platform designed for wet lab and biomanufacturing environments. It provides customizable, code-free analysis applications that connect directly to lab instruments, enabling scientists to capture, process, and model scientific data across a wide range of workflows — from bioprocess development to plate-based assays, chromatography, and PCR.

The platform is purpose-built for life science organizations of all sizes, including small biotechs and large enterprises working across therapeutic areas such as cell and gene therapies, biologics, small molecules, and synthetic biology. By centralizing instrument data and analysis in a single traceable platform, Modular Analysis reduces manual labor, accelerates scale-up, and provides a robust foundation for AI-driven insights.

Bioprocess Analysis

• Captures, analyzes, and models bioprocess data from bioreactors and other instruments within a single data lineage.
• Includes built-in models for process parameter impact and growth kinetics, with support for hosting advanced analyses and AI applications on bioprocess data.
• Standardizes and integrates data from online bioreactor systems and benchtop analyzers into a unified view with robust visualization and data investigation tools.
• Connects directly to OPC data interfaces, captures files from PCs, and pulls data from historians to collect data from any bioreactor, lab instrument, or application.
• Integrates with ELN and LIMS systems to contextualize and compare runs on a single chart.

Plate-Based Assay Capabilities

• Provides AI-native curve fitting for plate-based assays, connected directly to instruments and applications.
• Offers an intuitive UI for visualizing and managing plates, with the ability to separate and display layers such as standards, controls, and adjustments.
• Automates data capture from lab instruments and data transfer into ELN/LIMS, along with AI-enabled curve fit prediction to minimize manual data work.
• Supports open-source 4PL, 5PL, and additional fit models maintained in an open-source repository, with the option to customize your own models.
• Has demonstrated a 60% increase in throughput for plate-based assays by reducing errors and accelerating human analysis.

Additional Analysis Applications

• PCR: Supports fold change analysis for qPCR and ddPCR assays, along with rich plate-based visualization tools for experimental design.
• Chromatography: Automates peak finding, quantification, and data processing, and provides operational insights such as column bleed detection to ensure assay quality. AI-powered peak finding automation has saved analytical chemistry teams up to 2,500 hours annually.
• Offers a suite of dozens of out-of-the-box analysis applications that can be rapidly customized or extended using Ganymede's Lab-as-Code framework — all without writing code.

Platform-Wide Features

• Manages all analyses in a single traceable platform linked directly to instruments, ensuring full data lineage and FAIR data integrity.
• Supports connectivity to a broad range of lab instruments, ELN/LIMS systems, and data historians through Ganymede's agent-based architecture.
• Designed to be flexible and modular, accommodating diverse scientific workflows across small molecules, biologics, cell and gene therapies, and synthetic biology.
• Delivers measurable strategic impact, including two months faster scale-up for cell therapy bioprocess development clients.

Modular Analysis is accessible to laboratory scientists, developers, and organizational leadership, with role-specific capabilities designed to make lab data accessible and reusable across the entire organization. The platform is hosted by Ganymede Bio, headquartered in Jersey City, NJ, and is supported by documentation, a trust center, and privacy policy resources for enterprise compliance needs.