A Business-First Approach to Autonomous Monitoring (Special Report)

Companies that develop or support products in the field need to transition from reactive to predictive maintenance and service. Such a transition is possible using ubiquitous connectivity and predictive analytics on machine data. Here’s how.

Although edge architectures differ fundamentally from conventional cloud and on-premises environments, edge isn’t an alternative to traditional infrastructure strategies as much as it is an augmentation of them.

The relationships banks have with their customers can last for decades, but too many banks fail to use the data they have to provide personalized digital banking services. 

Every transaction, order, customer interaction, and internal operation depends on decisions. At a time when businesses are under pressure to improve efficiencies, cut costs, and be more responsive, automating decisions becomes essential. While many businesses have picked off the low-hanging fruit when automating, most need to add more. Specifically, businesses want to automate complex decisions, involving multiple steps, multiple data sources and many rules.

In this week’s real-time analytics news: Sovereign Cloud efforts in the EU are heating up. SUSE launched a Cloud Sovereignty Framework Self Assessment to help businesses understand gaps in their digital strategy.

Real-time analytics is often approached as a technology upgrade. In practice, it is an organizational outcome. Organizations that succeed treat real-time analytics as the final stage of a deliberate progression.

The new Mplify Carrier Ethernet certifications provide independent, third-party validation of network performance for demanding AI workloads.

To operationalize sub-second RAG, the author proposes the FLASH Framework (Fast Latency Architecture for Streaming Hybrid retrieval), a 4-step methodology distilled from deploying 50+ enterprise pipelines since 2024.