About Cabling Installation & Maintenance

Our mission: Bringing practical business and technical intelligence to today's structured cabling professionals

For more than 30 years, Cabling Installation & Maintenance has provided useful, practical information to professionals responsible for the specification, design, installation and management of structured cabling systems serving enterprise, data center and other environments. These professionals are challenged to stay informed of constantly evolving standards, system-design and installation approaches, product and system capabilities, technologies, as well as applications that rely on high-performance structured cabling systems. Our editors synthesize these complex issues into multiple information products. This portfolio of information products provides concrete detail that improves the efficiency of day-to-day operations, and equips cabling professionals with the perspective that enables strategic planning for networks’ optimum long-term performance.

Throughout our annual magazine, weekly email newsletters and 24/7/365 website, Cabling Installation & Maintenance digs into the essential topics our audience focuses on.

  • Design, Installation and Testing: We explain the bottom-up design of cabling systems, from case histories of actual projects to solutions for specific problems or aspects of the design process. We also look at specific installations using a case-history approach to highlight challenging problems, solutions and unique features. Additionally, we examine evolving test-and-measurement technologies and techniques designed to address the standards-governed and practical-use performance requirements of cabling systems.
  • Technology: We evaluate product innovations and technology trends as they impact a particular product class through interviews with manufacturers, installers and users, as well as contributed articles from subject-matter experts.
  • Data Center: Cabling Installation & Maintenance takes an in-depth look at design and installation workmanship issues as well as the unique technology being deployed specifically for data centers.
  • Physical Security: Focusing on the areas in which security and IT—and the infrastructure for both—interlock and overlap, we pay specific attention to Internet Protocol’s influence over the development of security applications.
  • Standards: Tracking the activities of North American and international standards-making organizations, we provide updates on specifications that are in-progress, looking forward to how they will affect cabling-system design and installation. We also produce articles explaining the practical aspects of designing and installing cabling systems in accordance with the specifications of established standards.

Cabling Installation & Maintenance is published by Endeavor Business Media, a division of EndeavorB2B.

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Veradigm Advances GLP-1 Real-World Evidence Generation with AI-Driven EHR Data Curation

AI-powered insights from the Veradigm Network reveal real-world GLP-1 outcomes hidden in EHR data

Veradigm® (OTCMKTS: MDRX), a leading provider of healthcare data and technology solutions, announced today an advancement in the use of artificial intelligence (AI) to scale the generation of real-world evidence (RWE) for GLP-1 receptor agonists (GLP-1 RAs), including semaglutide and tirzepatide. By applying AI to electronic health record (EHR) deidentified data within the Veradigm Network, researchers can now surface rich, contextual insights—such as side effects, discontinuation reasons, and social determinants of health (SDoH)—that traditionally required intensive manual curation.

GLP-1 therapies are transforming the management of type 2 diabetes and obesity, yet significant gaps remain in understanding real-world usage, especially in identifying reasons for discontinuation or capturing side effects hidden in physician notes. Veradigm’s AI-driven approach enables scalable extraction of clinical signals from unstructured data, offering life science organizations deeper, real-time insight into patient experiences and outcomes.

“AI-powered curation allows us to unlock clinically meaningful insights from millions of patient records—insights that have traditionally been hidden in unstructured and semi-structured fields of EHR systems,” said Stuart Green, SVP & General Manager, Veradigm Life Sciences. “This is especially critical for GLP-1 therapies, where understanding why patients discontinue, or which side effects matter most can significantly improve patient outcomes and therapeutic strategy.”

Key Capabilities and Insights from Veradigm’s AI-Driven Curation Include:

  • Discontinuation Drivers – Automatically extracts reasons for stopping therapy (e.g., side effects, cost, perceived inefficacy) from clinician notes
  • Side Effects Monitoring – Detects and stratifies severity of gastrointestinal and side effects, such as gallbladder issues or psychiatric symptoms, through contextual analysis of progress notes
  • Off-Brand Use Identification – Flags mentions of compounded or unapproved formulations (e.g., “semaglutide from weight-loss clinic”), supporting safety and market surveillance
  • Outcome Tracking – Tracks comorbidities (e.g., cardiovascular events) and treatment responses not typically captured in structured EHR fields
  • Social and Behavioral Context – Surfaces SDoH that influence adherence and health outcomes

This new offering leverages the national footprint of Veradigm Network EHR Data, capturing both structured and unstructured data across diverse patient populations and geographies. By pairing AI with clinical validation, Veradigm ensures data accuracy and applicability for life science research, regulatory engagement, and value-based decision-making.

Veradigm will present a research poster based on this data at ISPOR 2025 during Poster Session 2 on Wednesday, May 14, from 4:00–7:00 PM EDT. The poster will focus on GLP-1 persistence and the real-world reasons for therapy discontinuation. To learn more, view the poster abstract.

About Veradigm®

Veradigm is a healthcare technology company that drives value through its unique combination of platforms, data, expertise, connectivity, and scale. The Veradigm Network features a dynamic community of solutions and partners providing advanced insights, technology, and data-driven solutions for the healthcare provider, payer, and biopharma markets. For more information about how Veradigm is fulfilling its mission of Transforming Health, Insightfully, visit www.veradigm.com, or find Veradigm on LinkedIn, Facebook, Twitter, Instagram, and YouTube.

© 2025 Veradigm LLC and/or its affiliates. All rights reserved. Cited marks are the property of Veradigm LLC and/or its affiliates. All other product or company names are the property of their respective holders, all rights reserved.

“AI-powered curation allows us to unlock clinically meaningful insights from millions of patient records—insights that have traditionally been hidden in unstructured and semi-structured fields of EHR systems." -Stuart Green, SVP & GM Veradigm Life Sciences

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