Change detection is easy. What is not so easy, is reconciling change. Change reconciliation is where most organizations stumble. What was the change? When was it made? Who made it? Was it authorized? The ability to answer these questions are the elements that comprise change management. Historically, the haste of accomplishing a task consisted of a sysadmin moving full-speed ahead to satisfy the needs of the business.

Modern, digital-first businesses rely on agile, optimized IT and security operations teams to effectively monitor and secure their complex applications, infrastructure and workflows that ultimately drive increased productivity and improved user experiences. Implementing a high-performance, end-to-end process to achieve these positive outcomes can be challenging as it oftentimes requires combining multiple data silos and technologies for different teams with contrasting roles and responsibilities.

Incident management is the process of identifying and resolving problems that occur in IT services. Incident Management is also used as a metric to measure the health of the IT Service Desk. Let’s discuss what incident management is, why it matters to your business, and how you can apply it to your organization.

The onset of ServiceNow has relieved the IT Services workforce. With CloudFabrix RDA added to it, we made it even better. Let’s face it that many IT Service transformation implementations take longer because of a lack of automation around migration and production. The efficiency of ITSM is further compromised due to the absence of data automation and enrichment. ServiceNow with Robotic Data Automation stirs a positive impact on three critical areas of data operations ITSM teams.

What is NLP Natural Language Processing is a specialized subdomain of Machine Learning which is generally concerned with the interactions between the human and machine using a human verbal or written language. NLP helps in processing huge volumes of text which would take a significant amount of time for a human to comprehend and process otherwise. Hence a lot of organizations take advantage of NLP to gain useful insights out of their text and free formatted data.

In this blog, we will walk through the scenario of sending or E-bonding ServiceNow incidents to 5 destinations simultaneously, using Robotic Data Automation and AIOps Studio. E-bonding refers to a scenario where data is delivered (one-way) or synchronized (two-way) between two or different systems, which are typically under different administrative boundaries. E-Bonding term originally appeared in Service Provider and Telco space (see: ATT E-Bonding).

Complexity breaks correlation. Intelligence brings cohesion. This simple principle is what makes real-time asset intelligence a must-have for AIOps that is meant to diffuse complexity. To further create a context for the user, it is critical to understand service dependencies and correlate alerts across the stack to resolve incidents. CMDB systems have been useful to break down configuration items into logical layers. But, that’s not enough because they can become outdated very soon.

Network operations teams rely on highly specialized tools developed by individual vendors designed to address particular problems. The result? Most enterprises have 10+ Network Operations applications in place and they don’t talk to each other—which means that network operations engineers spend an exhaustive and unnecessary amount of time toggling between applications and sifting through information as they work to resolve tickets.