The Power of IoT in Labs and Manufacturing Facilities
Why It Matters
- Integrated IoT platforms create a connected ecosystem that boosts accuracy, enables proactive maintenance, and speeds anomaly response1
- In life sciences, connected labs pair real-time monitoring with analytics to improve data management, efficiency, and compliance2
- Partner integrations turn data into action — usage centralization for maintenance (Qualer/MasterControl Ax), automated ELN/LIMS entries (Ganymede), and floor plan digital twins for faster troubleshooting (Hopara)3,4,5
What’s Inside
- System & equipment integrations that streamline usage data, service planning, and recordkeeping across your lab stack (Qualer/MasterControl Ax, Ganymede, Hopara)3,4,5
- Predictive maintenance driven by integrated data science to reduce downtime and extend asset life6
- Comprehensive environmental monitoring to safeguard samples and conditions with real-time alerts1
- AI/ML for LabOps to extract insights from complex datasets, optimize workflows, and support faster decisions2
Proof Points
- Centralized usage data improves maintenance scheduling and operational performance3
- Automated ELN/LIMS data entry cuts errors by >90%, saving researcher time4
- Digital twin floorplans reduce downtime and improve asset utilization5
- Industry analyses link IoT-enabled operations to higher reliability and efficiency at scale6
References
- GlobalData. Internet of Things in the pharmaceutical industry: analyzing innovation, investment and hiring trends. Pharmaceutical Technology (2024 Jun 3).
- Oxford Corporation. The Future of “Smart” Pharma and Life Sciences with IoT. (2023 Oct 5).
- Gill, J.M. The Internet of Things in the Life Sciences Laboratory. SLAS Technology (2018 Oct).
- Elemental Machines. Elemental Machines and Qualer Partner for Equipment Usage Data Integration. (2024 Jul 25).
- Elemental Machines. Spotlight on data integration and automation partner, Ganymede. (2023 Nov 29).
- Redmon, G. Spotlight on digital twin partner, Hopara. (2023 Nov 16).

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