AIOps platforms analyze telemetry and events, and identify meaningful patterns that provide insights to support proactive responses. AIOps platforms have five characteristics: Cross-domain data ingestion and analytics Topology assembly from implicit and explicit sources of asset relationship and dependency Correlation between related or redundant events associated with an incident Pattern recognition to detect incidents, their leading indicators or probable root cause Association of probable remediation
Gartner defines the service orchestration and automation platform (SOAP) market as encompassing solutions that empower organizations to manage and automate their entire technology stack, including workloads, workflows, resource provisioning and data pipelines. SOAPs empower infrastructure and operations (I&O) leaders to streamline and accelerate the delivery of business services. These platforms integrate workflow orchestration, workload automation and resource provisioning across an organization’s hybrid IT landscape. By automating and optimizing these processes, SOAPs enable organizations to rapidly deploy workloads, enhance operational efficiency and achieve significant cost savings while ensuring high availability and business continuity. SOAPs enhance traditional workload automation by supporting use cases in data pipelines, cloud-native infrastructures and application architectures. They complement and integrate with DevOps toolchains, enabling organizations to achieve customer-centric agility, reduce costs, improve operational efficiency and establish standardized processes across their entire IT landscape.