Software-defined, digital twin factories are enabling hyper-flexible, rapidly reconfigurable production systems

Manufacturing is shifting from static, PLC-bound lines to software-defined factories where orchestration logic, safety envelopes, and recipes are virtualized and deployed to modular equipment via standardized interfaces.

Factory- and line-level digital twins support virtual commissioning and rapid reconfiguration, cutting downtime and de-risking high-mix, short-lifecycle production. Faculty can align with these developments by contributing to modular SDM architectures design, verification methods for twin-driven reconfiguration, and economic and system models for hyper-flexible regional plants.

See also: Global Manufacturing is moving from static to hyper-flexible automation

Genomics-first newborn and NICU care is moving from pilot projects to early clinical adoption

Neonatal care is shifting toward genomics-first diagnosis, with rapid whole-genome sequencing (rWGS) in NICUs delivering substantial diagnostic yields and more targeted treatment for ill infants. Yet adoption is limited by complex variant interpretation, uneven bioinformatics infrastructure, workforce shortages, and risk of false positives or negatives when pipelines are poorly validated. Equity gaps, high upfront costs, and ethical concerns around consent, data sharing, and incidental findings also constrain use. Faculty can align by advancing interpretable pipelines, scalable low-resource models, and consent and communication tools for time-pressured NICU settings.

See also: Rapid whole genome sequencing in newborn screening for metabolic diseases

Tools & Resources

Access additional market information through powerful tools available from the J. Willard Marriott Library:

Markets and Markets – Comprehensive market reports, with competitive intelligence and trends

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Factiva – Global news and business information

Pitchbook – Private market and investment data

Researchers can contact the Technology Licensing Office (TLO), Eccles Health Science Library, J. Willard Marriott Library, or Center for Medical Innovation (CMI) for tailored market information.

Upcoming Webinars

Manufacturing Predicts 2026: Digital Twins, AI Agents, & the Race to Autonomous Operations – January 29, 2026

This webinar, aimed at manufacturing and IT leaders, explores how digital twins and software-defined systems are reshaping operations, agility, and decision-making as the industry evolves.

Advancing Neonatal Care Through Rapid Genome Sequencing – October 29, 2025 (On demand)

This on-demand webinar explores how rapid genomic sequencing is shaping clinical decision-making and improving outcomes in the NICU.

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