II.
Domain JSON
Structured · livedomain:business-intelligence
Business Intelligence json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "domain:business-intelligence",
"_kind": "Domain",
"_file": "domain/domains/business-domains.yaml",
"_cluster": "domain",
"attributes": {
"displayName": "Business Intelligence",
"description": "BI, analytics, reporting, dashboards, and decision intelligence.\n"
},
"outgoingEdges": [
{
"from": "domain:business-intelligence",
"to": "specialization:data-engineering-analytics",
"kind": "contains"
}
],
"incomingEdges": [
{
"from": "role:financial-analyst",
"to": "domain:business-intelligence",
"kind": "requires_skill",
"attributes": {
"level": "intermediate"
}
},
{
"from": "role:supply-chain-analyst",
"to": "domain:business-intelligence",
"kind": "requires_skill",
"attributes": {
"level": "intermediate"
}
},
{
"from": "role:operations-analyst",
"to": "domain:business-intelligence",
"kind": "requires_skill",
"attributes": {
"level": "intermediate"
}
},
{
"from": "role:strategic-planner",
"to": "domain:business-intelligence",
"kind": "requires_skill",
"attributes": {
"level": "intermediate"
}
},
{
"from": "role:competitive-intelligence-analyst",
"to": "domain:business-intelligence",
"kind": "requires_skill",
"attributes": {
"level": "intermediate"
}
},
{
"from": "skill-area:business-analysis",
"to": "domain:business-intelligence",
"kind": "applies_to",
"attributes": {
"confidence": "secondary"
}
},
{
"from": "skill-area:data-analytics",
"to": "domain:business-intelligence",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:strategic-analysis",
"to": "domain:business-intelligence",
"kind": "applies_to",
"attributes": {
"confidence": "secondary"
}
},
{
"from": "skill-area:user-segmentation",
"to": "domain:business-intelligence",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:cohort-analysis",
"to": "domain:business-intelligence",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:retention-modeling",
"to": "domain:business-intelligence",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:churn-prediction",
"to": "domain:business-intelligence",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:LTV-modeling",
"to": "domain:business-intelligence",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:attribution-modeling",
"to": "domain:business-intelligence",
"kind": "applies_to",
"attributes": {
"confidence": "secondary"
}
},
{
"from": "skill-area:revenue-attribution",
"to": "domain:business-intelligence",
"kind": "applies_to",
"attributes": {
"confidence": "secondary"
}
},
{
"from": "skill-area:digital-marketing-analytics",
"to": "domain:business-intelligence",
"kind": "applies_to",
"attributes": {
"confidence": "secondary"
}
},
{
"from": "specialization:decision-intelligence",
"to": "domain:business-intelligence",
"kind": "specializes"
},
{
"from": "specialization:business-analysis",
"to": "domain:business-intelligence",
"kind": "specializes"
},
{
"from": "stack-profile:batch-processing",
"to": "domain:business-intelligence",
"kind": "applies_to"
},
{
"from": "stack-profile:internal-dashboard",
"to": "domain:business-intelligence",
"kind": "applies_to"
},
{
"from": "stack-profile:analytics-dashboard",
"to": "domain:business-intelligence",
"kind": "applies_to"
},
{
"from": "stack-profile:hr-people-analytics",
"to": "domain:business-intelligence",
"kind": "applies_to"
},
{
"from": "stack-profile:data-warehouse-bi",
"to": "domain:business-intelligence",
"kind": "applies_to"
},
{
"from": "stack-profile:data-pipeline-orchestration",
"to": "domain:business-intelligence",
"kind": "applies_to"
},
{
"from": "stack-profile:etl-reverse-etl",
"to": "domain:business-intelligence",
"kind": "applies_to"
},
{
"from": "stack-profile:real-time-analytics-stack",
"to": "domain:business-intelligence",
"kind": "applies_to"
},
{
"from": "workflow:strategic-planning",
"to": "domain:business-intelligence",
"kind": "applies_to_domain"
},
{
"from": "workflow:market-analysis",
"to": "domain:business-intelligence",
"kind": "applies_to_domain"
},
{
"from": "workflow:financial-planning",
"to": "domain:business-intelligence",
"kind": "applies_to_domain"
},
{
"from": "workflow:product-discovery",
"to": "domain:business-intelligence",
"kind": "applies_to_domain"
},
{
"from": "workflow:competitive-analysis",
"to": "domain:business-intelligence",
"kind": "applies_to_domain"
},
{
"from": "lib-agent:business-analysis--change-expert",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:business-analysis--financial-analyst",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:business-analysis--management-consultant",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:business-analysis--performance-expert",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:business-analysis--process-expert",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:business-analysis--qa-analyst-ba",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:business-analysis--risk-analyst",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:business-analysis--senior-ba",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:business-analysis--solution-architect-analyst",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:business-analysis--stakeholder-expert",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:business-analysis--technical-writer-ba",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:business-analysis--training-designer",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:business-analysis--workshop-facilitator",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:decision-intelligence--bayesian-analyst",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:decision-intelligence--bi-analyst",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:decision-intelligence--competitive-analyst",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:decision-intelligence--consistency-validator",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:decision-intelligence--dashboard-architect",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:decision-intelligence--debiasing-coach",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:decision-intelligence--decision-archivist",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:decision-intelligence--decision-framing-specialist",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:decision-intelligence--decision-quality-assessor",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:decision-intelligence--dss-architect",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:decision-intelligence--experimentation-manager",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:decision-intelligence--insight-translator",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:decision-intelligence--market-intelligence-analyst",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:decision-intelligence--mcda-facilitator",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:decision-intelligence--optimization-specialist",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:decision-intelligence--predictive-analyst",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:decision-intelligence--probabilistic-modeler",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:decision-intelligence--real-time-decision-engineer",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:decision-intelligence--risk-analyst",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:decision-intelligence--scenario-planner",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:decision-intelligence--strategic-options-analyst",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:decision-intelligence--trade-off-analyst",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:decision-intelligence--uncertainty-quantifier",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:decision-intelligence--war-game-facilitator",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:business-analysis--bpmn-process-modeling",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:business-analysis--brd-creation",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:business-analysis--business-case-development",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:business-analysis--change-adoption-tracking",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:business-analysis--change-impact-analysis",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:business-analysis--change-management-strategy",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:business-analysis--change-readiness-assessment",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:business-analysis--consulting-engagement-planning",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:business-analysis--executive-presentation",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:business-analysis--hypothesis-driven-analysis",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:business-analysis--knowledge-transfer",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:business-analysis--process-gap-analysis",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:business-analysis--raci-matrix-development",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:business-analysis--requirements-elicitation-workshop",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:business-analysis--requirements-traceability",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:business-analysis--resistance-management",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:business-analysis--sipoc-process-definition",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:business-analysis--solution-options-analysis",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:business-analysis--solution-performance-assessment",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:business-analysis--stakeholder-analysis",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:business-analysis--stakeholder-communication-planning",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:business-analysis--training-enablement-design",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:business-analysis--uat-planning",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:business-analysis--user-story-development",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:business-analysis--value-stream-mapping",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:decision-intelligence--ab-testing-experimentation",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:decision-intelligence--cognitive-bias-debiasing",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:decision-intelligence--collaborative-decision-support",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:decision-intelligence--competitive-battlecard-development",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:decision-intelligence--competitor-monitoring-system",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:decision-intelligence--customer-segmentation-analysis",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:decision-intelligence--data-visualization-standards",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:decision-intelligence--decision-documentation-learning",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:decision-intelligence--decision-quality-assessment",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:decision-intelligence--decision-support-system-architecture",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:decision-intelligence--executive-dashboard-development",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:decision-intelligence--geographic-market-analysis",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:decision-intelligence--hypothesis-driven-analytics",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:decision-intelligence--industry-trend-analysis",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:decision-intelligence--insight-to-action-process",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:decision-intelligence--knowledge-driven-dss",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:decision-intelligence--kpi-framework-development",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:decision-intelligence--market-sizing-opportunity-assessment",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:decision-intelligence--monte-carlo-simulation",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:decision-intelligence--multi-criteria-decision-analysis",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:decision-intelligence--operational-reporting-system-design",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:decision-intelligence--patent-ip-intelligence",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:decision-intelligence--predictive-analytics-implementation",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:decision-intelligence--prescriptive-analytics-optimization",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:decision-intelligence--pricing-intelligence-analysis",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:decision-intelligence--real-time-decision-analytics",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:decision-intelligence--self-service-analytics-enablement",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:decision-intelligence--strategic-scenario-development",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:decision-intelligence--structured-decision-making",
"to": "domain:business-intelligence",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
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