Automated Regulatory Compliance Verification via Multi-modal Data Fusion and HyperScore Analytics for Pharmaceutical Manufacturing Process Validation

**Originality:** Existing pharmaceutical manufacturing process validation relies heavily on manual review of disparate data sources (batch records, lab reports, process logs). This work introduces an automated system leveraging multi-modal data fusion and a novel HyperScore metric to objectively assess compliance and predict potential deviations, accelerating the validation process and minimizing human error, achieving a potential 50% reduction in validation time.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-08-22
DOI
https://doi.org/10.5281/zenodo.16925344
Primary Topic
Prenatal Screening and Diagnostics
Type
article
Field-Weighted Citation Impact
0.00
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article

Automated Regulatory Compliance Verification via Multi-modal Data Fusion and HyperScore Analytics for Pharmaceutical Manufacturing Process Validation

Zenodo (CERN European Organization for Nuclear Research)
Prenatal Screening and Diagnostics
article

Automated Regulatory Compliance Verification via Multi-modal Data Fusion and HyperScore Analytics for Pharmaceutical Manufacturing Process Validation

article en

Abstract

**Originality:** Existing pharmaceutical manufacturing process validation relies heavily on manual review of disparate data sources (batch records, lab reports, process logs). This work introduces an automated system leveraging multi-modal data fusion and a novel HyperScore metric to objectively assess compliance and predict potential deviations, accelerating the validation process and minimizing human error, achieving a potential 50% reduction in validation time.

Zenodo (CERN European Organization for Nuclear Research)
Freed–Hardeman University (US)
Openalex Percentile: Top 32%
Prenatal Screening and Diagnostics
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Automated Regulatory Compliance Verification via Multi-modal Data Fusion and HyperScore Analytics for Pharmaceutical Manufacturing Process Validation · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS