[Free Material] Backgrounds that Make Lab DX Difficult to Advance and the "Three States"
#ChemicalIndustry #ChromatographyAnalysis #MassSpectrometry #Informatics #ResearchAndDevelopment #AI_MachineIntelligenceUtilization #LabDX
Explaining the background that makes DX difficult to advance and the "three common states" in the analysis field.
<Series Volume 2> Data Strategies to Succeed in Chemical Analysis in the AI Era Even if you feel the need to utilize DX and AI, you may find it difficult to take concrete actions due to reasons such as "I don't know where to start," "I have security concerns," or "I'm overwhelmed with daily tasks." This document organizes the background that makes DX difficult to advance, based on interviews with informatics personnel at Waters Japan, and identifies three common states in analytical environments. [Key Highlights] • Reasons why decision-making is stalled due to information overload • The cyclical structure of "analog silos," "individual dependency," and "busyness/resource shortages" • A way of thinking that organizes security concerns into specific risks and requirements • Risks arising from maintaining the status quo and approaches to start small By clicking on [Contact Us], you are considered to have agreed to Waters' use and processing of the information provided on this site in accordance with Waters' Terms of Use and Privacy Notice. Terms of Use and Privacy Notice: www.waters.com/legalandprivacy
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<White Paper> Data Strategies to Succeed in Chemical Analysis in the AI Era Series • Part 1: Why Utilizing Lab Data Distinguishes Competitiveness • Part 2: Why is DX Not Advancing? - The Real Reasons Why the Field Cannot Take Steps Toward Transformation - • Part 3: Where Should DX Begin? - How to Build a Data Foundation that Leads to AI Utilization -
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【Recommended for the following people】 • Those who feel the need for DX but don't know where to start • Those who have concerns about security and operations • Those who are overwhelmed by daily tasks and cannot find time to consider improvement activities • Those who want to promote lab DX but are struggling with internal decision-making and consensus-building
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Waters Corporation, headquartered in Milford, Massachusetts, USA, has played a pioneering role as a specialized manufacturer of liquid chromatography since its establishment in 1958. Actively engaged in the development of new products and technologies, it has grown into an international group company that supplies not only high-performance liquid chromatography but also mass spectrometers (MS) and thermal analysis instruments. Waters Japan started operations in 1973 (Showa 48) as the Japanese base of Waters Corporation. Inheriting the corporate ethos of the U.S. headquarters, we have made "Customer Success" our mission and continue to provide innovative technologies and lab solutions.






