Data and Analytics refers to products and services that enable organizations to collect, integrate, analyze, and act on data to drive informed decision-making and business outcomes. This category includes markets that focus on empowering enterprises to manage data pipelines, ensure data quality and governance, extract insights through advanced analytics, and machine learning across structured and unstructured data environments.
Gartner defines digital communications governance and archiving (DCGA) solutions as designed to enforce corporate governance and regulatory compliance, and derive insights from an evolving number of digital communications tools utilized by organizations. For the various communications tools in use across the enterprise, DCGA solutions enable consistent policy management and enforcement, reveal new data insights, and provide reporting capabilities of their use. Organizations utilize DCGA solutions to proactively manage, monitor, collect and archive communications content. They are critical to an organizations’ efforts to meet a growing number of regulatory compliance mandates and an expanding scope of organizational communications governance and data insights. Compliance requirements include monitoring, oversight, audits and investigations for regulated industries such as financial services and health sciences. They also extend to investigation requirements of the public sector to respond to public records requests. Corporate governance requirements include employee conduct and handling of sensitive data in the use of digital communication tools.
To reduce both infrastructure costs and manual workloads in postmodern ERP projects, SAP application leaders and SAP Basis operations leaders should evaluate specialized software tools for automating the regular refresh of their SAP ERP test data. SAP selective test data management tools perform selective copying of SAP test data, but they vary in their approach to data selection, scrambling and performance optimization. There are two user constituencies for these tools: (1) Basis operations teams require repetitive data copy operations that must be as automated as possible (2) SAP application data objects for ad hoc data copying. Some of the tools also enable Basis operations teams to produce a 'shell system,' which is an identical copy of a complete production system, but without the transaction data. This is very useful in many projects for testing purposes.
The structured data archiving and application retirement market is identified by an array of technology solutions that manage the life cycle of application-generated data and accommodate corporate and regulatory compliance requirements. Application-generated data is inclusive of databases and related unstructured data. SDA solutions focus on improving the storage efficiency of data generated by on-premises and cloud-based applications and orchestrating the retirement of legacy application data and their infrastructure. The SDA market includes solutions that can be deployed on-premises, and on private and public infrastructure, and includes managed services offerings such as SaaS or PaaS.