Current - Issue
Original Article
Project GEMINI: Achieving Operational Excellence Through Strategic MES/EBR Articulation
Sameel Syed1
1 Principal, Application Analyst, Herbalife International Americas INC, USA
Published Online: May-August 2026
Pages: 607-614
Cite this article
↗ https://www.doi.org/10.59256/indjcst.20260502069
References
1. U.S. Food and Drug Administration. (1997), “21 CFR Part 11: Electronic Records; Electronic Signatures”, Washington, DC: FDA, https://www.fda.gov/regulatory-information/search-fda-guidance-documents/part-11-electronic-records-electronic-signatures-scope-and-application.
2. International Society for Pharmaceutical Engineering (ISPE). (2020), “GAMP® 5: A Risk-Based Approach to Compliant GxP Computerized Systems (2nd ed.)”, https://guidance-docs.ispe.org/doi/book/10.1002/9781946964571? utm_source=google&utm_medium=paidsearch&utm_campaign=gamp5guide_wiley&gad_source=1&gad_campaignid=21032404309&gclid=Cj0KCQjwm6POBhCrARIsAIG58CI1UOBi600SDhTXXTYPBbgmBAvf9vwI4qqoQ_L-ErFmDDj4-_t7jzcaAiU_EALw_wcB.
3. International Society of Automation (ISA). (2010), “ISA-95: Enterprise-Control System Integration”, https://www.isa.org/standards-and-publications/isa-standards/isa-95-standard.
4. Körber Pharma. (2024), “MES for Pharma: Digitalizing Manufacturing Operations”, https://www.koerber-pharma.com/en/solutions/digital.
5. Tulip Interfaces. (2024), “Electronic Batch Record App Suite: A Composable Approach to Pharma Manufacturing:, https://support.tulip.co/docs/ebr-app-suite.
6. ValGenesis, Inc. (2024), “The Role of Digital Validation in GxP Manufacturing”, Santa Clara, https://www.valgenesis.com/.
7. Oden Technologies. (2024), “Process AI in Manufacturing: Case Study on OEE Improvement”, https://oden.io/inx-process-ai-success-story/.
8. Rockwell Automation. (2023), “Manufacturing Execution Systems: ROI and Business Impact”, Milwaukee, https://www.rockwellautomation.com/.
9. Inductive Automation. (2023), “MES and SCADA Integration: Real-World Case Studies”, Folsom, https://inductiveautomation.com/.
10. Plex Systems. (2023), “The Financial Impact of MES Implementation: A Quantitative Analysis”, Troy, MI: Plex Systems, https://www.plex.com/
11. TraceLink, Inc. (2024), “Serialization and Traceability in Life Sciences Manufacturing”, https://www.plex.com/
12. SG Systems Global. (2024), “21 CFR Part 11 Readiness: What MES and QMS Must Prove”, https://sgsystemsglobal.com/guides/part-11-readiness/.
2. International Society for Pharmaceutical Engineering (ISPE). (2020), “GAMP® 5: A Risk-Based Approach to Compliant GxP Computerized Systems (2nd ed.)”, https://guidance-docs.ispe.org/doi/book/10.1002/9781946964571? utm_source=google&utm_medium=paidsearch&utm_campaign=gamp5guide_wiley&gad_source=1&gad_campaignid=21032404309&gclid=Cj0KCQjwm6POBhCrARIsAIG58CI1UOBi600SDhTXXTYPBbgmBAvf9vwI4qqoQ_L-ErFmDDj4-_t7jzcaAiU_EALw_wcB.
3. International Society of Automation (ISA). (2010), “ISA-95: Enterprise-Control System Integration”, https://www.isa.org/standards-and-publications/isa-standards/isa-95-standard.
4. Körber Pharma. (2024), “MES for Pharma: Digitalizing Manufacturing Operations”, https://www.koerber-pharma.com/en/solutions/digital.
5. Tulip Interfaces. (2024), “Electronic Batch Record App Suite: A Composable Approach to Pharma Manufacturing:, https://support.tulip.co/docs/ebr-app-suite.
6. ValGenesis, Inc. (2024), “The Role of Digital Validation in GxP Manufacturing”, Santa Clara, https://www.valgenesis.com/.
7. Oden Technologies. (2024), “Process AI in Manufacturing: Case Study on OEE Improvement”, https://oden.io/inx-process-ai-success-story/.
8. Rockwell Automation. (2023), “Manufacturing Execution Systems: ROI and Business Impact”, Milwaukee, https://www.rockwellautomation.com/.
9. Inductive Automation. (2023), “MES and SCADA Integration: Real-World Case Studies”, Folsom, https://inductiveautomation.com/.
10. Plex Systems. (2023), “The Financial Impact of MES Implementation: A Quantitative Analysis”, Troy, MI: Plex Systems, https://www.plex.com/
11. TraceLink, Inc. (2024), “Serialization and Traceability in Life Sciences Manufacturing”, https://www.plex.com/
12. SG Systems Global. (2024), “21 CFR Part 11 Readiness: What MES and QMS Must Prove”, https://sgsystemsglobal.com/guides/part-11-readiness/.
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