Browsing: Modernizing

Today’s reality is tomorrow’s risk. Unstructured data—documents, emails, messages, images, logs, and AI-generated content—is growing exponentially and spreading across every environment organizations depend on. It now represents the majority of the data enterprises create and store, including their most sensitive information. 

Health systems rushing to modernize data infrastructure through customer relationship management (CRM) platform upgrades risk overlooking a deeper failure: the database layer underneath those tools, where fragmented pipelines, absent version control, and inconsistent governance often go unaddressed

Scaling support operations requires handling rising ticket volumes, meeting strict Service Level Agreements (SLAs), adapting to evolving compliance requirements, and maintaining documentation that quickly becomes outdated, all without proportional increases in headcount. In many teams, the knowledge required to resolve tickets is fragmented across SOPs, recordings, and tribal expertise, forcing analysts to spend significant time…

Since 2007, Siemens Healthineers has collected data from its MRI scanners over the Siemens Remote Service connection. Hundreds of log files feed three essential jobs: helping service teams stay ahead of scanner problems, monitoring field stability and meeting post-market surveillance requirements. Two decades on, the MRI install base alone generates billions of event log lines…