IG1274B AIOps Deployment & Production v1.0.0

AIOps Design & Development covers all the steps needed to build AI components and integrate them into the existing architecture and processes. It includes the understanding and analysis of the business and process requirements, project feasibility and planning, functional specifications, solution architecture (application, data, infrastructure), system integration, data engineering and exploration, feature engineering, algorithms selection, innovation and configuration, the initial ML training, models’ evaluation, and testing (unit testing, system testing, integration testing, acceptance testing, etc.). This sub-cycle is iterative as multiple iterations are needed to build up AI components considered good enough in the specific business context. This document describes the sequence of steps of the AIOps Design & Development stage of the E2E AIOps lifecycle.

General Information

Document series: IG1274B
Document version: 1.0.0
Status: Member Evaluated
Document type: Introductory Guide
Team approved: 14-Apr-2023
IPR mode: RAND
Published on: 14-Apr-2023
Date modified: 15-May-2023