Numerify & Atlassian
As an Atlassian partner, Numerify integrates Jira DevOps data into its AI-powered IT Change Risk Prediction solution. This solution provides the augmented intelligence you need to drive the success of your IT change management objectives by accelerating delivery, operational automation, and higher reliability. Like all other Numerify solutions, the Change Risk Prediction solution is platform-driven, focused on customer success, and able to be up and running within weeks.
The example below illustrates how Numerify and Atlassian Jira data and can be the perfect complement for IT Operations and DevOps teams that want to reduce change failure rates and improve Change velocity.
Change success is hard – there are demands for accelerating velocity. However, the data that can predict whether or not a change is risky resides in different process and system silos, both upstream in the development process and downstream in the impact of the change. E.g., Have changes with low test coverage caused degradation in user experience (measured by APM systems) or user-reported incidents in ITSM systems? Were there change failures caused by issues with people, process, or technology?
Together, Jira and Numerify can help teams correlate DevOps toolchain data with ITSM change, incident, and problem data, along with APM metrics. Organizations can use this to directly measure the impact of development process metrics, like code quality and test results, on incidents and user experience. Doing so will allow teams to find and fix issues wherever they may be in the value stream. Prebuilt Numerify change risk prediction models can identify risky changes, point to specific risk factors, and predict the probability of a major incident.
Numerify leverages Atlassian Jira REST APIs to automate data pulls. Numerify’s API Adapter performs full or incremental extracts at scheduled intervals.
Numerify’s Jira integration extracts relevant data like Planning, Issue, Task, and Quality Assurance (QA). Numerify’s IT Business Analytics platform then transforms and loads this to Numerify’s data warehouse to be used by our BI and AI/ML frameworks supporting our various solutions.
To the right is an example of a Numerify Change Risk Prediction solution dashboard, incorporating data from Jira, IT Service Management (ITSM), and Application Performance Monitoring (APM) systems.