AIOps Merlin

The AIOps Context Engine

Overview

Organizations that provide production support for enterprise applications or manage large data pipelines often face real-time challenges, where incidents demand immediate attention to prevent downtime or data loss. Support engineers are frequently under pressure to resolve these issues quickly, often scrambling to analyze multiple sources or applications, logs, and system alerts to diagnose and fix problems. This process can be complex and time-consuming, especially during peak operational hours or critical reporting windows.

Merlin, TechWish’s advanced AIOps platform, solves this by equipping support teams with intelligent, context-specific insights. By correlating current issues with historical incidents, and integrating relevant code references, documentation and logs, Merlin streamlines troubleshooting, enabling engineers to identify and resolve issues swiftly and confidently.
The solution can cater to broader enterprise IT operations, application support, and infrastructure monitoring, ensuring faster incident resolution and improved system reliability.

Why traditional approaches fall short

Modern incident response is often slowed down by these key challenges:

How Merlin Helps Your Team

Merlin is built with a singular focus, enhancing the efficiency of on-call engineers. By delivering real-time suggestions and insights based on historical incident resolutions, source code, documentation, it transforms the incident resolution process from reactive to proactive.

Engineers no longer need to dig through logs and past resolutions manually; Merlin brings relevant information directly to them, enabling faster and more informed decision-making.

Drawing from a knowledge base of past incidents and resolutions, Merlin correlates current issues with similar historical cases. This correlation gives on-call engineers a head start, as they can leverage past successful resolutions and avoid redundant troubleshooting efforts.