Gartner defines AI application development platforms as those that offer the required technology and workflows to design, build, test, and deploy AI applications. These platforms provide access to foundation models and the capability to ground and place guardrails around them. Software engineering teams use these platforms to build AI applications, such as assistants, agents, and multimodal applications. Software engineering leaders face increasing pressure to incorporate AI into their products. AI application development platforms host the necessary tooling for enterprise developers to build AI assistants, agents, and multimodal apps without extensive knowledge of machine learning. AI application development platforms focus on providing the features developers need to ground models with organizational knowledge. They also reduce risk by implementing responsible AI processes and guardrails within their AI applications. These platforms help scale the development of AI-embedded applications by offering governance, evaluation metrics, and support throughout the application life cycle. Not every platform will offer access to first-party models or application-testing capabilities.
The application development life cycle management (ADLM) tool market focuses on the planning and governance activities of the software development life cycle (SDLC). ADLM products focus on the 'development' portion of an application's life. Key elements of an ADLM solution include: software requirements definition and management, software change and configuration management, software project planning, with a current focus on agile planning, work item management, quality management, including defect management. Other key capabilities include: reporting, workflow, integration to version management, support for wikis and collaboration, strong facilities for integration to other ADLM tools.
Gartner defines the market for quality management system (QMS/eQMS) software as stand-alone digital solutions with embedded emerging technological capabilities that enable organizations to systematically manage, monitor and improve the quality of their products, processes and services. These software solutions help organizations meet customer quality expectations and maintain compliance with international standards as well as industry-specific regulations. QMS software is designed to help organizations reduce waste, lower costs, house quality documents, assess risk, track performance, ensure compliance and improve processes. The QMS/eQMS market serves a broad spectrum of industries, including manufacturing, life sciences, automotive, aerospace and defense, electronics, food and beverage, chemicals, consumer packaged goods, services, and more. These solutions are built to help organizations of all sizes, from single facilities to complex, global operations, establish a consistent approach to managing and enhancing the quality of products, processes and services throughout the value chain.