An **AI Dataset Digital Asset** is an entity within the [[Build & Integration (CSDM domain)|Build & Integration domain]] of the [[Common Service Data Model|Common Service Data Model]] (CSDM), a reference architecture developed by [[ServiceNow|ServiceNow]] that provides prescriptive guidance on service-related definitions and data modeling within the ServiceNow AI Platform. An AI Dataset Digital Asset represents the datasets used in AI and generative AI services, including source data, training data, and validation data that support the development, training, and refinement of [[AI Model Digital Asset (CSDM)|AI models]]. AI Dataset Digital Assets are recorded in the alm_ai_dataset_digital_asset table and are a child type of [[AI Digital Asset (CSDM)|AI Digital Asset]]. They work alongside sibling asset types including [[AI System Digital Asset (CSDM)|AI System Digital Asset]] for AI software components, [[AI Model Digital Asset (CSDM)|AI Model Digital Asset]] for [[Large language model|LLMs]], [[Machine learning|ML]] models, and other model types, and [[AI Prompt Digital Asset (CSDM)|AI Prompt Digital Asset]] for prompt assets. For AI governance purposes, tracking dataset assets through the [[CSDM Service Life Cycle|CSDM Service Life Cycle]] enables organizations to maintain data lineage, ensure data quality, and support compliance requirements for AI systems. Upon deployment, the AI services utilizing these datasets can be associated or mapped to AI agents, AI Skills, AI Tools, and AI-based search within the [[Service Delivery (CSDM domain)|Service Delivery domain]], with generative AI services represented as [[Data (AI) Service Instance (CSDM)|Data Service Instances]]. An **AI Dataset Digital Asset** is an entity within the [[Build & Integration (CSDM domain)|Build & Integration domain]] of the [[Common Service Data Model|Common Service Data Model]] (CSDM), a reference architecture developed by [[ServiceNow|ServiceNow]] that provides prescriptive guidance on service-related definitions and data modeling within the ServiceNow AI Platform. An AI Dataset Digital Asset represents the datasets used in AI and generative AI services, including source data, training data, and validation data that support the development and refinement of [[AI Model Digital Asset (CSDM)|AI models]]. AI Dataset Digital Assets are recorded in the alm_ai_dataset_digital_asset table. They work alongside sibling asset types including [[AI System Digital Asset (CSDM)|AI System Digital Asset]] for AI software components, [[AI Model Digital Asset (CSDM)|AI Model Digital Asset]] for [[Large language model|LLMs]], [[Machine learning|ML]] models, and other model types, and [[AI Prompt Digital Asset (CSDM)|AI Prompt Digital Asset]] for prompt assets. For AI governance purposes, tracking dataset assets through the [[CSDM Service Life Cycle|CSDM Service Life Cycle]] enables organizations to maintain data lineage, ensure data quality, and support compliance requirements for AI systems. Upon deployment, the AI services utilizing these datasets can be associated or mapped to AI agents, AI Skills, AI Tools, and AI-based search within the [[Service Delivery (CSDM domain)|Service Delivery domain]], with generative AI services represented as [[Data (AI) Service Instance (CSDM)|Data Service Instances]].