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Category: Life Sciences
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Major Biorepository
September 20th, 2024 by Fresh GravityFresh Gravity was engaged to produce an algorithmic optimization approach for its shipping functions. The goals were to reduce cost and complexity by automating packing and shipping configurations as well as providing cost estimates for both freight and handling. Problem The client faced a problem in packing and shipping of... -
Leading Healthcare Technology Company
September 20th, 2024 by Fresh GravityFresh Gravity was engaged to improve the accuracy of case intake processes. Case intake is the first step in the Pharmacovigilance process that involves reading, analyzing, and aggregating data from multiple sources to collate adverse events reported. Problem The client required an automated and intelligent way of extracting relevant data... -
Israeli Multinational Pharma Company
September 20th, 2024 by Fresh GravityFresh Gravity worked closely with the pharmacovigilance team to document all the business rules used today to extract information from safety cases. We successfully extracted 11 different entities from ArisG where accuracy of extraction was more than 90%. Problem The client has spent significant amount of time reviewing its PhV... -
Global Biopharma Company
September 20th, 2024 by Fresh GravityFresh Gravity team implemented Reltio MDM mastering HCP/Investigator, HCO/Facilities, and Address. Implementing Reltio RDM provided the interface to Data Stewards to define specialized references without depending on IT. Problem The use of inconsistent reference data like country codes, specialty codes, site status, etc. across applications resulted in costly manual remediation... -
Biotechnology Research Company
September 20th, 2024 by Fresh GravityFresh Gravity developed a LLAMA-based machine learning model to intelligently process PubMed articles by identifying and contextualizing entities with the goal to generate summaries with traceable source information. The model was able to identify critical data entities in PubMed articles with an accuracy of nearly 85%, and in early testing,... -
Leading Pharmaceutical Company
September 20th, 2024 by Fresh GravityFresh Gravity implemented a solution leveraging two NLP algorithms: TD-IDF and BERT. This helped in accurately identifying more than 95% of pregnancy cases in the production environment. Problem The client needed an automated approach to validate pregnancy cases to improve the accuracy of their reporting to regulatory authorities. They used... -
High Growth Pharma Company
September 20th, 2024 by Fresh GravityFresh Gravity was engaged by one of the fastest-growing pharmaceutical companies in the world to analyze the performance of its flagship drug in a tightly regulated environment surrounding drug adherence. Problem The client’s objective was to predict which patients will adhere to their drug regimens, and what success factors/pitfalls influence... -
A Medical Devices Company
September 20th, 2024 by Fresh GravityThe client released a new version of their product which is estimated to increase their customer base by 20x over the next few years. To handle such a drastic increase in their customer base, Fresh Gravity helped the client build a direct-to-consumer solution in which the customer would have an... -
Research-Driven Pharma Company
September 20th, 2024 by Fresh GravityFresh Gravity was engaged to assess the client’s current implementation of Semarchy xDM-based Drug Brand and SKU Master. We helped downshift the client from a higher license tier of golden record count >500K to a lower license tier of sub 500K golden records. Additionally, we helped the client with a... -
UK-based Multinational Pharma Company
June 12th, 2024 by Fresh GravityFresh Gravity worked with a multinational pharmaceutical and biotechnology company to implement an R&D Product Master solution that adheres to IDMP compliance standards and establishes a foundation for data interoperability within the enterprise data ecosystem. Problem The client was looking to create a combination model comprising of multiple systems and... -
A Fortune 500 Pharma Company
June 12th, 2024 by Fresh GravityFresh Gravity implemented a Reltio MDM solution to master Investigators, Sites, and Clinical Studies, saving approximately USD $2M through the automation and reduction of low value manual data quality remediation and de-duplication efforts. This solution improved operational efficiencies relative to the use of master data to over a dozen downstream...