Automating MS-based workflows to accelerate antibody-drug conjugate discovery

12 Jun 2026

This case study describes how Merck streamlined antibody-drug conjugate (ADC) discovery by implementing the Genedata Biopharma Platform to automate mass spectrometry (MS)-based workflows. The solution integrates data from multiple analytical techniques, enabling consistent, real-time access to molecular and analytical information across global research sites.

By centralizing data and automating workflows, the platform eliminates manual data handling and reduces the risk of human error. It enables high-throughput processing of ADC samples, automatic calculation of key attributes such as drug-to-antibody ratio (DAR), and improved traceability across the discovery pipeline. This approach supports faster decision-making, improved data accessibility, and more efficient identification of promising ADC candidates.

Resource details:

  • Resource type: Case study
  • Page count: 2
  • Read time: 3 mins

Genedata Biopharma Platform

Genedata

The Genedata Biopharma Platform is first-in-class enterprise software that automates R&D workflows and drives scientific innovation. It delivers analytics- and AI-driven insights that help bring better life-saving therapies to patients faster and more cost-effectively.

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Mass SpectrometryMass spectrometry (MS) is a powerful analytical technique used to identify and quantify molecules based on the mass-to-charge ratio of gas-phase ions. It provides detailed information about the structure, composition, and properties of compounds and is widely used across fields such as environmental monitoring, materials science, drug discovery and development, food and beverage testing, and wider chemical research. Key MS techniques include tandem mass spectrometry (MS/MS), liquid chromatography–mass spectrometry (LS-MS) and inductively coupled plasma (ICP-MS). Choosing from these wide range of techniques and technologies can be a daunting task, so keep up to date with scientific applications, performance expectations, and customer reviews here all in one place. Visit our product directory to receive quotes direct from the manufacturer. Antibody Drug ConjugatesAutomationAutomation in laboratories and manufacturing processes enhances efficiency, precision, and scalability by reducing the need for manual intervention. It plays a critical role in improving productivity, minimizing human error, and accelerating workflows in fields like diagnostics, drug development, and industrial testing. Automation technologies include robotic systems, automated liquid handlers, and process control systems that streamline complex tasks and ensure consistent, reproducible results. Explore our peer-reviewed product directory to discover the best automation solutions, compare options, read user reviews, and get prices directly from manufacturers.