Class: AISystem

Engineered system that uses AI techniques to perform tasks delegated to it. Aggregates lifecycle, functional, model and stakeholder data.

URI: iso22989:AISystem

 classDiagram
    class AISystem
    click AISystem href "../AISystem/"
      NamedEntity <|-- AISystem
        click NamedEntity href "../NamedEntity/"

      AISystem : agent_architecture





        AISystem --> "0..1" AgentArchitectureType : agent_architecture
        click AgentArchitectureType href "../AgentArchitectureType/"



      AISystem : ai_field





        AISystem --> "*" AIField : ai_field
        click AIField href "../AIField/"



      AISystem : ai_system_type





        AISystem --> "0..1" AISystemType : ai_system_type
        click AISystemType href "../AISystemType/"



      AISystem : aliases

      AISystem : application_domain





        AISystem --> "*" AIApplicationDomain : application_domain
        click AIApplicationDomain href "../AIApplicationDomain/"



      AISystem : autonomy_level





        AISystem --> "0..1" AutonomyLevel : autonomy_level
        click AutonomyLevel href "../AutonomyLevel/"



      AISystem : clause_reference

      AISystem : components





        AISystem --> "*" AIComponent : components
        click AIComponent href "../AIComponent/"



      AISystem : data_processes





        AISystem --> "*" DataProcess : data_processes
        click DataProcess href "../DataProcess/"



      AISystem : datasets





        AISystem --> "*" Dataset : datasets
        click Dataset href "../Dataset/"



      AISystem : description

      AISystem : functional_components





        AISystem --> "*" AIFunctionalComponent : functional_components
        click AIFunctionalComponent href "../AIFunctionalComponent/"



      AISystem : id

      AISystem : intended_purpose

      AISystem : iot_integration





        AISystem --> "0..1" IoTSystem : iot_integration
        click IoTSystem href "../IoTSystem/"



      AISystem : jurisdictional_issues





        AISystem --> "*" JurisdictionalIssueType : jurisdictional_issues
        click JurisdictionalIssueType href "../JurisdictionalIssueType/"



      AISystem : lifecycle_stage





        AISystem --> "0..1" AILifecycleStage : lifecycle_stage
        click AILifecycleStage href "../AILifecycleStage/"



      AISystem : models





        AISystem --> "*" AIModel : models
        click AIModel href "../AIModel/"



      AISystem : name

      AISystem : preferred_label

      AISystem : see_also_uri

      AISystem : societal_impacts





        AISystem --> "*" SocietalImpactCategory : societal_impacts
        click SocietalImpactCategory href "../SocietalImpactCategory/"



      AISystem : stakeholders





        AISystem --> "*" AIStakeholderRole : stakeholders
        click AIStakeholderRole href "../AIStakeholderRole/"



      AISystem : symbolic_approach





        AISystem --> "0..1" SymbolicApproach : symbolic_approach
        click SymbolicApproach href "../SymbolicApproach/"



      AISystem : system_characteristics





        AISystem --> "*" AISystemCharacteristic : system_characteristics
        click AISystemCharacteristic href "../AISystemCharacteristic/"



      AISystem : task_categories





        AISystem --> "*" TaskCategory : task_categories
        click TaskCategory href "../TaskCategory/"



      AISystem : trustworthiness_properties





        AISystem --> "*" TrustworthinessProperty : trustworthiness_properties
        click TrustworthinessProperty href "../TrustworthinessProperty/"

Inheritance

NamedEntity
- AISystem

Slots

Name	Cardinality and Range	Description	Inheritance
ai_system_type	0..1 AISystemType	Capability classification of the AI system	direct
symbolic_approach	0..1 SymbolicApproach	Predominant symbolic vs subsymbolic approach used by the system	direct
autonomy_level	0..1 AutonomyLevel	Operational autonomy level of the AI system	direct
intended_purpose	0..1 String	Stated intended purpose of the AI system	direct
application_domain	* AIApplicationDomain	Application domain(s) the AI system targets	direct
ai_field	* AIField	AI sub-field(s) the system draws on	direct
functional_components	* AIFunctionalComponent	Functional components exhibited by the system (Clause 7)	direct
lifecycle_stage	0..1 AILifecycleStage	Current life-cycle stage of the AI system	direct
stakeholders	* AIStakeholderRole	Stakeholder roles associated with the AI system	direct
components	* AIComponent	Constituent components of the AI system	direct
models	* AIModel	Trained or knowledge-based models embedded in the AI system	direct
datasets	* Dataset	Datasets used by, or produced by, the AI system	direct
trustworthiness_properties	* TrustworthinessProperty	Trustworthiness properties claimed for the AI system	direct
jurisdictional_issues	* JurisdictionalIssueType	Jurisdictional issues considered in scope for the application	direct
societal_impacts	* SocietalImpactCategory	Societal impact categories considered in scope	direct
system_characteristics	* AISystemCharacteristic	Distinguishing characteristics from Clause 5	direct
task_categories	* TaskCategory	Task categories the AI system addresses	direct
agent_architecture	0..1 AgentArchitectureType	Agent architecture, if the AI system is structured as an agent (Clause 5	direct
data_processes	* DataProcess	Data-handling processes applied within the AI system (Clause 5	direct
iot_integration	0..1 IoTSystem	IoT/CPS system this AI system is integrated with, if any (Clause 5	direct
id	1 Uriorcurie	Unique CURIE or URI identifying the entity	NamedEntity
name	1 String	Human-readable label for the entity	NamedEntity
description	0..1 String	Free-text description of the entity (paraphrased; verbatim ISO text excluded)	NamedEntity
clause_reference	0..1 String	ISO/IEC 22989:2022 clause identifier (e	NamedEntity
aliases	* String	Alternative names or synonyms for the term	NamedEntity
preferred_label	0..1 String	Preferred natural-language label	NamedEntity
see_also_uri	* Uriorcurie	Pointers to related external resources or term records	NamedEntity

Usages

used by	used in	type	used
AIEcosystem	ai_systems	range	AISystem
AIApplication	hosting_system	range	AISystem
Robot	controlled_by	range	AISystem
AIConceptsCollection	ai_systems	range	AISystem
HumanMachineTeam	ai_systems_involved	range	AISystem
InputData	consumed_by	range	AISystem

In Subsets

Identifier and Mapping Information

Schema Source

from schema: https://w3id.org/lmodel/iso22989

Mappings

Mapping Type	Mapped Value
self	iso22989:AISystem
native	iso22989:AISystem
exact	iso42001:AISystem, nist_ai_100_1:AiSystem
related	nist_ai_rmf:AISystem, iso27001:Asset, uco_core:UcoObject

LinkML Source

Direct

name: AISystem
description: Engineered system that uses AI techniques to perform tasks delegated
  to it. Aggregates lifecycle, functional, model and stakeholder data.
in_subset:
- ai_concepts
- ai_lifecycle
- ai_functional_view
from_schema: https://w3id.org/lmodel/iso22989
exact_mappings:
- iso42001:AISystem
- nist_ai_100_1:AiSystem
related_mappings:
- nist_ai_rmf:AISystem
- iso27001:Asset
- uco_core:UcoObject
is_a: NamedEntity
slots:
- ai_system_type
- symbolic_approach
- autonomy_level
- intended_purpose
- application_domain
- ai_field
- functional_components
- lifecycle_stage
- stakeholders
- components
- models
- datasets
- trustworthiness_properties
- jurisdictional_issues
- societal_impacts
attributes:
  system_characteristics:
    name: system_characteristics
    description: Distinguishing characteristics from Clause 5.1.
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    domain_of:
    - AISystem
    range: AISystemCharacteristic
    multivalued: true
  task_categories:
    name: task_categories
    description: Task categories the AI system addresses.
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    domain_of:
    - AISystem
    range: TaskCategory
    multivalued: true
  agent_architecture:
    name: agent_architecture
    description: Agent architecture, if the AI system is structured as an agent (Clause
      5.3).
    from_schema: https://w3id.org/lmodel/iso22989
    domain_of:
    - AIAgent
    - AISystem
    range: AgentArchitectureType
  data_processes:
    name: data_processes
    description: Data-handling processes applied within the AI system (Clause 5.10).
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    domain_of:
    - AISystem
    - AIConceptsCollection
    range: DataProcess
    multivalued: true
    inlined: true
    inlined_as_list: true
  iot_integration:
    name: iot_integration
    description: IoT/CPS system this AI system is integrated with, if any (Clause
      5.14).
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    domain_of:
    - AISystem
    range: IoTSystem
    inlined: false

Induced

name: AISystem
description: Engineered system that uses AI techniques to perform tasks delegated
  to it. Aggregates lifecycle, functional, model and stakeholder data.
in_subset:
- ai_concepts
- ai_lifecycle
- ai_functional_view
from_schema: https://w3id.org/lmodel/iso22989
exact_mappings:
- iso42001:AISystem
- nist_ai_100_1:AiSystem
related_mappings:
- nist_ai_rmf:AISystem
- iso27001:Asset
- uco_core:UcoObject
is_a: NamedEntity
attributes:
  system_characteristics:
    name: system_characteristics
    description: Distinguishing characteristics from Clause 5.1.
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    owner: AISystem
    domain_of:
    - AISystem
    range: AISystemCharacteristic
    multivalued: true
  task_categories:
    name: task_categories
    description: Task categories the AI system addresses.
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    owner: AISystem
    domain_of:
    - AISystem
    range: TaskCategory
    multivalued: true
  agent_architecture:
    name: agent_architecture
    description: Agent architecture, if the AI system is structured as an agent (Clause
      5.3).
    from_schema: https://w3id.org/lmodel/iso22989
    owner: AISystem
    domain_of:
    - AIAgent
    - AISystem
    range: AgentArchitectureType
  data_processes:
    name: data_processes
    description: Data-handling processes applied within the AI system (Clause 5.10).
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    owner: AISystem
    domain_of:
    - AISystem
    - AIConceptsCollection
    range: DataProcess
    multivalued: true
    inlined: true
    inlined_as_list: true
  iot_integration:
    name: iot_integration
    description: IoT/CPS system this AI system is integrated with, if any (Clause
      5.14).
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    owner: AISystem
    domain_of:
    - AISystem
    range: IoTSystem
    inlined: false
  ai_system_type:
    name: ai_system_type
    description: Capability classification of the AI system.
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    owner: AISystem
    domain_of:
    - AISystem
    range: AISystemType
  symbolic_approach:
    name: symbolic_approach
    description: Predominant symbolic vs subsymbolic approach used by the system.
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    owner: AISystem
    domain_of:
    - AIAgent
    - KnowledgeRepresentation
    - AISystem
    range: SymbolicApproach
  autonomy_level:
    name: autonomy_level
    description: Operational autonomy level of the AI system.
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    owner: AISystem
    domain_of:
    - AIAgent
    - AISystem
    - AutonomyAssessment
    range: AutonomyLevel
  intended_purpose:
    name: intended_purpose
    description: Stated intended purpose of the AI system.
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    owner: AISystem
    domain_of:
    - AISystem
    - AIApplication
    range: string
  application_domain:
    name: application_domain
    description: Application domain(s) the AI system targets.
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    owner: AISystem
    domain_of:
    - AISystem
    - AIApplication
    range: AIApplicationDomain
    multivalued: true
  ai_field:
    name: ai_field
    description: AI sub-field(s) the system draws on.
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    owner: AISystem
    domain_of:
    - AISystem
    range: AIField
    multivalued: true
  functional_components:
    name: functional_components
    description: Functional components exhibited by the system (Clause 7).
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    owner: AISystem
    domain_of:
    - AISystem
    range: AIFunctionalComponent
    multivalued: true
  lifecycle_stage:
    name: lifecycle_stage
    description: Current life-cycle stage of the AI system.
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    owner: AISystem
    domain_of:
    - AISystem
    range: AILifecycleStage
  stakeholders:
    name: stakeholders
    description: Stakeholder roles associated with the AI system.
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    owner: AISystem
    domain_of:
    - AISystem
    range: AIStakeholderRole
    multivalued: true
    inlined: true
    inlined_as_list: true
  components:
    name: components
    description: Constituent components of the AI system.
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    owner: AISystem
    domain_of:
    - AISystem
    range: AIComponent
    multivalued: true
    inlined: true
    inlined_as_list: true
  models:
    name: models
    description: Trained or knowledge-based models embedded in the AI system.
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    owner: AISystem
    domain_of:
    - AISystem
    range: AIModel
    multivalued: true
    inlined: true
    inlined_as_list: true
  datasets:
    name: datasets
    description: Datasets used by, or produced by, the AI system.
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    owner: AISystem
    domain_of:
    - AISystem
    range: Dataset
    multivalued: true
    inlined: true
    inlined_as_list: true
  trustworthiness_properties:
    name: trustworthiness_properties
    description: Trustworthiness properties claimed for the AI system.
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    owner: AISystem
    domain_of:
    - AISystem
    range: TrustworthinessProperty
    multivalued: true
    inlined: true
    inlined_as_list: true
  jurisdictional_issues:
    name: jurisdictional_issues
    description: Jurisdictional issues considered in scope for the application.
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    owner: AISystem
    domain_of:
    - AISystem
    - AIApplication
    range: JurisdictionalIssueType
    multivalued: true
  societal_impacts:
    name: societal_impacts
    description: Societal impact categories considered in scope.
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    owner: AISystem
    domain_of:
    - AISystem
    - AIApplication
    range: SocietalImpactCategory
    multivalued: true
  id:
    name: id
    description: Unique CURIE or URI identifying the entity.
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    slot_uri: dcterms:identifier
    identifier: true
    owner: AISystem
    domain_of:
    - NamedEntity
    range: uriorcurie
    required: true
  name:
    name: name
    description: Human-readable label for the entity.
    from_schema: https://w3id.org/lmodel/iso22989
    exact_mappings:
    - dcterms:title
    - schema:name
    rank: 1000
    slot_uri: schema:name
    owner: AISystem
    domain_of:
    - NamedEntity
    range: string
    required: true
  description:
    name: description
    description: Free-text description of the entity (paraphrased; verbatim ISO text
      excluded).
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    slot_uri: dcterms:description
    owner: AISystem
    domain_of:
    - NamedEntity
    range: string
  clause_reference:
    name: clause_reference
    description: ISO/IEC 22989:2022 clause identifier (e.g. "5.11.4") the element
      corresponds to.
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    owner: AISystem
    domain_of:
    - NamedEntity
    - AutonomyAssessment
    - VerificationValidationFramework
    range: string
    pattern: ^[0-9]+(\.[0-9]+){0,3}$
  aliases:
    name: aliases
    description: Alternative names or synonyms for the term.
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    slot_uri: skos:altLabel
    owner: AISystem
    domain_of:
    - NamedEntity
    range: string
    multivalued: true
  preferred_label:
    name: preferred_label
    description: Preferred natural-language label.
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    slot_uri: skos:prefLabel
    owner: AISystem
    domain_of:
    - NamedEntity
    range: string
  see_also_uri:
    name: see_also_uri
    description: Pointers to related external resources or term records.
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    slot_uri: rdfs:seeAlso
    owner: AISystem
    domain_of:
    - NamedEntity
    range: uriorcurie
    multivalued: true