II.
Specialization JSON
Structured · livespecialization:decision-intelligence
Decision Intelligence json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "specialization:decision-intelligence",
"_kind": "Specialization",
"_file": "domain/specializations/specializations-library-match.yaml",
"_cluster": "domain",
"attributes": {
"displayName": "Decision Intelligence",
"description": "Decision analytics, forecasting, simulation, and optimization for business\nchoices. Covers causal inference, scenario planning, decision trees,\nand AI-augmented decision support systems.\n"
},
"outgoingEdges": [
{
"from": "specialization:decision-intelligence",
"to": "domain:business-intelligence",
"kind": "specializes"
}
],
"incomingEdges": [
{
"from": "domain:decision-intelligence",
"to": "specialization:decision-intelligence",
"kind": "contains"
},
{
"from": "skill-area:data-analytics",
"to": "specialization:decision-intelligence",
"kind": "applies_to",
"attributes": {
"confidence": "secondary"
}
},
{
"from": "lib-agent:decision-intelligence--bayesian-analyst",
"to": "specialization:decision-intelligence",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:decision-intelligence--bi-analyst",
"to": "specialization:decision-intelligence",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:decision-intelligence--competitive-analyst",
"to": "specialization:decision-intelligence",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:decision-intelligence--consistency-validator",
"to": "specialization:decision-intelligence",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:decision-intelligence--dashboard-architect",
"to": "specialization:decision-intelligence",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:decision-intelligence--debiasing-coach",
"to": "specialization:decision-intelligence",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:decision-intelligence--decision-archivist",
"to": "specialization:decision-intelligence",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:decision-intelligence--decision-framing-specialist",
"to": "specialization:decision-intelligence",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:decision-intelligence--decision-quality-assessor",
"to": "specialization:decision-intelligence",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:decision-intelligence--dss-architect",
"to": "specialization:decision-intelligence",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:decision-intelligence--experimentation-manager",
"to": "specialization:decision-intelligence",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:decision-intelligence--insight-translator",
"to": "specialization:decision-intelligence",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:decision-intelligence--market-intelligence-analyst",
"to": "specialization:decision-intelligence",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:decision-intelligence--mcda-facilitator",
"to": "specialization:decision-intelligence",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:decision-intelligence--optimization-specialist",
"to": "specialization:decision-intelligence",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:decision-intelligence--predictive-analyst",
"to": "specialization:decision-intelligence",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:decision-intelligence--probabilistic-modeler",
"to": "specialization:decision-intelligence",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:decision-intelligence--real-time-decision-engineer",
"to": "specialization:decision-intelligence",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:decision-intelligence--risk-analyst",
"to": "specialization:decision-intelligence",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:decision-intelligence--scenario-planner",
"to": "specialization:decision-intelligence",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:decision-intelligence--strategic-options-analyst",
"to": "specialization:decision-intelligence",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:decision-intelligence--trade-off-analyst",
"to": "specialization:decision-intelligence",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:decision-intelligence--uncertainty-quantifier",
"to": "specialization:decision-intelligence",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-agent:decision-intelligence--war-game-facilitator",
"to": "specialization:decision-intelligence",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:decision-intelligence--ab-testing-experimentation",
"to": "specialization:decision-intelligence",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:decision-intelligence--cognitive-bias-debiasing",
"to": "specialization:decision-intelligence",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:decision-intelligence--collaborative-decision-support",
"to": "specialization:decision-intelligence",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:decision-intelligence--competitive-battlecard-development",
"to": "specialization:decision-intelligence",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:decision-intelligence--competitor-monitoring-system",
"to": "specialization:decision-intelligence",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:decision-intelligence--customer-segmentation-analysis",
"to": "specialization:decision-intelligence",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:decision-intelligence--data-visualization-standards",
"to": "specialization:decision-intelligence",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:decision-intelligence--decision-documentation-learning",
"to": "specialization:decision-intelligence",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:decision-intelligence--decision-quality-assessment",
"to": "specialization:decision-intelligence",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:decision-intelligence--decision-support-system-architecture",
"to": "specialization:decision-intelligence",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:decision-intelligence--executive-dashboard-development",
"to": "specialization:decision-intelligence",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:decision-intelligence--geographic-market-analysis",
"to": "specialization:decision-intelligence",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:decision-intelligence--hypothesis-driven-analytics",
"to": "specialization:decision-intelligence",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:decision-intelligence--industry-trend-analysis",
"to": "specialization:decision-intelligence",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:decision-intelligence--insight-to-action-process",
"to": "specialization:decision-intelligence",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:decision-intelligence--knowledge-driven-dss",
"to": "specialization:decision-intelligence",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:decision-intelligence--kpi-framework-development",
"to": "specialization:decision-intelligence",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:decision-intelligence--market-sizing-opportunity-assessment",
"to": "specialization:decision-intelligence",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:decision-intelligence--monte-carlo-simulation",
"to": "specialization:decision-intelligence",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:decision-intelligence--multi-criteria-decision-analysis",
"to": "specialization:decision-intelligence",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:decision-intelligence--operational-reporting-system-design",
"to": "specialization:decision-intelligence",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:decision-intelligence--patent-ip-intelligence",
"to": "specialization:decision-intelligence",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:decision-intelligence--predictive-analytics-implementation",
"to": "specialization:decision-intelligence",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:decision-intelligence--prescriptive-analytics-optimization",
"to": "specialization:decision-intelligence",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:decision-intelligence--pricing-intelligence-analysis",
"to": "specialization:decision-intelligence",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:decision-intelligence--real-time-decision-analytics",
"to": "specialization:decision-intelligence",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:decision-intelligence--self-service-analytics-enablement",
"to": "specialization:decision-intelligence",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
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"to": "specialization:decision-intelligence",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:decision-intelligence--structured-decision-making",
"to": "specialization:decision-intelligence",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:decision-intelligence--voice-of-customer-integration",
"to": "specialization:decision-intelligence",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:decision-intelligence--war-gaming-competitive-response",
"to": "specialization:decision-intelligence",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:decision-intelligence--what-if-analysis-framework",
"to": "specialization:decision-intelligence",
"kind": "lib_belongs_to_specialization",
"attributes": {
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}
},
{
"from": "lib-process:decision-intelligence--win-loss-analysis-program",
"to": "specialization:decision-intelligence",
"kind": "lib_belongs_to_specialization",
"attributes": {
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}
},
{
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"kind": "lib_belongs_to_specialization",
"attributes": {
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}
},
{
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"kind": "lib_belongs_to_specialization",
"attributes": {
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}
},
{
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"kind": "lib_belongs_to_specialization",
"attributes": {
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}
},
{
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}
},
{
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"kind": "lib_belongs_to_specialization",
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}
},
{
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{
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},
{
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}
},
{
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}
},
{
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"kind": "lib_belongs_to_specialization",
"attributes": {
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},
{
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"kind": "lib_belongs_to_specialization",
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},
{
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"kind": "lib_belongs_to_specialization",
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}
},
{
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},
{
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{
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]
}