Can generative AI help improve IT efficiency? Imagine you’re part of an IT team constantly juggling a growing number of support tickets, system issues, and daily maintenance tasks. It can feel like you’re always playing catch-up. It’s a common challenge: Repetitive tasks and troubleshooting waste valuable time, leaving little room for innovation or strategic improvements. Generative AI (GenAI) for IT provides a solution.

During critical incidents, teams often scramble to pull data from multiple sources, wasting precious time and delaying issue resolution. Manual processes hamper response and create blind spots that can lead to costly oversights. Data integration addresses this head-on. Data integration collects incident management information from various sources, such as monitoring tools, logs, and user reports, into a unified system.

The sheer volume of data and the need for fast, accurate troubleshooting can overwhelm even the most experienced network operations center (NOC) teams. Stress levels increase when response times lag — as do costs, customer frustration, and risks to revenue. AIOps can help. Deploy AIOps to automate data analysis and correlate alerts in real time, filter alerts to reduce noise, and pinpoint incident root cause faster than traditional methods.

Your organization probably relies on a collection of observability tools to track specific elements of its IT stack. You’re not alone; a recent survey from Enterprise Strategy Group showed that most organizations have six or more observability solutions. Our research found that the average BigPanda customer uses 20 observability and monitoring data sources!

ITOps teams are inundated with a significant volume of alerts each day. Sifting through these alerts to discern which ones are harmless and which could lead to major incidents is a time-consuming and tedious task. This process often involves hunting for information across disparate data sources, tools, and workflows. As a result, the investigation can slow down incident response times, negatively affecting service reliability and customer satisfaction.

Advances in artificial intelligence are rapidly transforming the IT operations landscape. According to Enterprise Strategy Group, 85% of organizations use or plan to deploy AI across many functional areas, including IT operations. Among its many benefits, AI can help ITOps teams: AI has immense potential to transform how IT operations, service management, and infrastructure teams function. Adoption is the first step toward creating organizational change.