Data Practice Management Operating System (DPMOps) is a suite of inter-related component tools designed to specifically address complex and difficult issues and tasks facing and required by EDP or EDEco management, including:

• EDP management dashboard;

• EDP planning and change management tool (for digital transformation planning and implementation);

• EDP documentation and knowledge management platform through an integrated system to unify management practice of catalog, metadata, lineage and other data-related knowledge across EDP;

• A portal for EDP Consolidated Data Architecture; 

• Materialisation and operationalisation tool for data governance implementation; 

• EDP or EDEco operation and status analysis and assessment tools to enable detection of inadequate or abnormal practice patterns, holes and risks in operation and governance, and diagnosis of  causes to data downtime  and difficulties in changes and evolution; and

• Knowledge graph-based EDP analysis and visualisation tools with a 360-degree view for flexible and advanced functionality to navigate through, and enable discoverability and observability to, various aspects of all elements in EDP, that is, not just limited to data.

DataPro is a suite of data product design and management tools, based on data product design methodologies, supported by a number of enablers, and integrated with DPMOps. It includes a number of component tools:

• Data resources exploration tool;

• Data value and use case analysis tool;

• Data product design tool (with adequate processes and mechanisms to ensure ownership and metadata management, provide quality assurance and implement data contracts and governance requirements); 

• EDEco-based data product management tool; and

• Data product portal and marketing tool.