Jan 16 2026 Data Analytics Observability can yield tremendous ROI, but only if done properly. IT leaders “report an annual return on observability solutions that’s 2.67x their spend,” according to a Splunk report. But to make sure their efforts really work as intended, teams must first implement data integration, real-time monitoring and predictive analytics. Here are three ways organizations can improve observability in their tech stacks.