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ACD/Labs Blog

Pfizer’s 5 year data management journey has given them a global knowledgebase that manages chemical and analytical data across various workflows. Scientists are accessing data and saving time. Learn how ACD/Labs technologies are enabling their digital evolution strategy.

Digitalization is transforming research and development across pharma, biopharma, and chemical sciences. From predictive modeling to automated and digitalized workflows, scientists are finding innovative ways to bring together data, tools, and expertise to drive innovation. Join us as we bring together leading researchers and industry experts to explore practical applications of digital tools in real-world...

The biggest barrier to AI/ML in R&D is poor scientific data. Scattered, inconsistent, and inaccessible data hinders automation, integration, and insights. Organizations must prioritize data standardization, automation, and culture change to unlock AI/ML's full potential and empower scientists.

Leading organizations highlight automation, data quality, and machine learning as efficiency drivers in 2025. Toronto, CANADA (February 06, 2025)—ACD/Labs, an informatics company that develops and commercializes software in support of digitalized R&D, today released its 2025 Structure Elucidation & Verification Report. Distilled from the experience and expertise of hundreds of researchers gathered at the ACD/Labs’...

The FAIR data guidelines are central to effective data management and the ability to leverage institutional knowledge. Unfortunately, not everyone understands the concepts. Read about the goals and benefits of FAIR data for scientists and the organization; and practical considerations for implementation.

Navigating the integration of machine learning (ML) and artificial intelligence (AI) in pharmaceutical R&D involves overcoming data management, quality, and expertise challenges to unlock their full potential in drug discovery, reveals Richard Lee, Director, Core Technology and Capabilities, ACD/Labs Published by Scientific Computing World Pharmaceutical companies are under constant pressure to innovate and bring new...