II.
Domain overview
Reference · livedomain:business-intelligence
Business Intelligence overview
BI, analytics, reporting, dashboards, and decision intelligence.
Attributes
displayName
Business Intelligence
description
BI, analytics, reporting, dashboards, and decision intelligence.
Outgoing edges
contains1
- specialization:data-engineering-analytics·Specialization
Incoming edges
applies_to22
- skill-area:business-analysis·SkillAreaBusiness Analysis
- skill-area:data-analytics·SkillAreaData Analytics
- skill-area:strategic-analysis·SkillAreaStrategic Analysis
- skill-area:user-segmentation·SkillAreaUser Segmentation
- skill-area:cohort-analysis·SkillAreaCohort Analysis
- skill-area:retention-modeling·SkillAreaRetention Modeling
- skill-area:churn-prediction·SkillAreaChurn Prediction
- skill-area:LTV-modeling·SkillAreaLifetime Value Modeling
- skill-area:attribution-modeling·SkillAreaAttribution Modeling
- skill-area:revenue-attribution·SkillAreaRevenue Attribution
- skill-area:digital-marketing-analytics·SkillAreaDigital Marketing Analytics
- stack-profile:batch-processing·StackProfileBatch Processing (Airflow + dbt + PostgreSQL + Python + S3)
- stack-profile:internal-dashboard·StackProfileInternal Dashboard Stack (React, Recharts, Express, PostgreSQL, Redis)
- stack-profile:analytics-dashboard·StackProfileAnalytics Dashboard Stack (React, D3, Recharts, Python, FastAPI, Grafana)
- stack-profile:hr-people-analytics·StackProfileHR / People Analytics Stack (Python, PostgreSQL, dbt, Metabase, FastAPI)
- stack-profile:data-warehouse-bi·StackProfileData Warehouse / BI Stack (dbt, BigQuery, Metabase/Looker, Python, Airflow)
- stack-profile:data-pipeline-orchestration·StackProfileData Pipeline Orchestration (Python, Airflow, dbt, PostgreSQL, Docker)
- stack-profile:etl-reverse-etl·StackProfileETL / Reverse ETL (Python, Airbyte, dbt, PostgreSQL, Airflow)
- stack-profile:real-time-analytics-stack·StackProfileReal-Time Analytics Stack (Kafka, ClickHouse, Grafana, dbt)
- role:reporting-analyst·RoleReporting Analyst
- role:data-visualization-specialist·RoleData Visualization Specialist
- role:business-intelligence-analyst·RoleBusiness Intelligence Analyst
applies_to_domain43
- workflow:strategic-planning·WorkflowStrategic Planning
- workflow:market-analysis·WorkflowMarket Analysis
- workflow:financial-planning·WorkflowFinancial Planning
- workflow:product-discovery·WorkflowProduct Discovery
- workflow:competitive-analysis·WorkflowCompetitive Analysis
- workflow:data-quality-scorecard-review·WorkflowData Quality Scorecard Review
- workflow:analytics-instrumentation-audit·WorkflowAnalytics Instrumentation Audit
- workflow:self-serve-analytics-enablement·WorkflowSelf-Serve Analytics Enablement
- workflow:process-automation-assessment·WorkflowProcess Automation Assessment
- workflow:content-performance-analysis·WorkflowContent Performance Analysis
- workflow:customer-health-score-review·WorkflowCustomer Health Score Review
- workflow:nps-survey-cycle·WorkflowNPS Survey Cycle
- workflow:ad-hoc-analysis-request-cycle·WorkflowAd-Hoc Analysis Request Cycle
- workflow:dashboard-development-cycle·WorkflowDashboard Development Cycle
- workflow:data-quality-investigation·WorkflowData Quality Investigation
- workflow:metrics-definition-alignment·WorkflowMetrics Definition Alignment
- workflow:forecasting-model-calibration·WorkflowForecasting Model Calibration
- workflow:customer-churn-analysis·WorkflowCustomer Churn Analysis
- workflow:student-engagement-analytics·WorkflowStudent Engagement Analytics
- workflow:board-reporting-cycle·WorkflowBoard Reporting Cycle
- workflow:product-market-fit-assessment·WorkflowProduct-Market Fit Assessment
- workflow:trend-forecasting-cycle·WorkflowTrend Forecasting Cycle
- workflow:financial-reporting-dashboard-setup·WorkflowFinancial Reporting Dashboard Setup
- workflow:growth-experiment-review·WorkflowGrowth Experiment Review
- workflow:employee-engagement-pulse-check·WorkflowEmployee Engagement Pulse Check
- workflow:workplace-diversity-metrics-review·WorkflowWorkplace Diversity Metrics Review
- workflow:recruiting-pipeline-review·WorkflowRecruiting Pipeline Review
- workflow:culture-survey-analysis·WorkflowCulture Survey Analysis
- workflow:marketing-analytics-stack-setup·WorkflowMarketing Analytics Stack Setup
- workflow:marketing-attribution-review·WorkflowMarketing Attribution Review
- workflow:impact-measurement-review·WorkflowImpact Measurement Review
- workflow:key-risk-indicator-monitoring·WorkflowKey Risk Indicator Monitoring
- workflow:kpi-dashboard-review·WorkflowKPI Dashboard Review
- workflow:data-storytelling-workshop·WorkflowData Storytelling Workshop
- workflow:revenue-forecasting-model-calibration·WorkflowRevenue Forecasting Model Calibration
- workflow:sales-forecast-review·WorkflowSales Forecast Review
- workflow:sales-pipeline-review·WorkflowSales Pipeline Review
- workflow:competitive-intelligence-system-setup·WorkflowCompetitive Intelligence System Setup
- workflow:competitive-intelligence-briefing·WorkflowCompetitive Intelligence Briefing
- workflow:market-research-synthesis·WorkflowMarket Research Synthesis
- workflow:demand-forecasting-cycle·WorkflowDemand Forecasting Cycle
- workflow:hotel-revenue-management-review·WorkflowHotel Revenue Management Review
- workflow:scenario-planning-workshop·WorkflowScenario Planning Workshop
lib_applies_to_domain145
- lib-agent:business-analysis--change-expert·LibraryAgentchange-expert
- lib-agent:business-analysis--financial-analyst·LibraryAgentfinancial-analyst
- lib-agent:business-analysis--management-consultant·LibraryAgentmanagement-consultant
- lib-agent:business-analysis--performance-expert·LibraryAgentperformance-expert
- lib-agent:business-analysis--process-expert·LibraryAgentprocess-expert
- lib-agent:business-analysis--qa-analyst-ba·LibraryAgentqa-analyst-ba
- lib-agent:business-analysis--risk-analyst·LibraryAgentrisk-analyst
- lib-agent:business-analysis--senior-ba·LibraryAgentsenior-ba
- lib-agent:business-analysis--solution-architect-analyst·LibraryAgentsolution-architect-analyst
- lib-agent:business-analysis--stakeholder-expert·LibraryAgentstakeholder-expert
- lib-agent:business-analysis--technical-writer-ba·LibraryAgenttechnical-writer-ba
- lib-agent:business-analysis--training-designer·LibraryAgenttraining-designer
- lib-agent:business-analysis--workshop-facilitator·LibraryAgentworkshop-facilitator
- lib-agent:decision-intelligence--bayesian-analyst·LibraryAgentbayesian-analyst
- lib-agent:decision-intelligence--bi-analyst·LibraryAgentbi-analyst
- lib-agent:decision-intelligence--competitive-analyst·LibraryAgentcompetitive-analyst
- lib-agent:decision-intelligence--consistency-validator·LibraryAgentconsistency-validator
- lib-agent:decision-intelligence--dashboard-architect·LibraryAgentdashboard-architect
- lib-agent:decision-intelligence--debiasing-coach·LibraryAgentdebiasing-coach
- lib-agent:decision-intelligence--decision-archivist·LibraryAgentdecision-archivist
- lib-agent:decision-intelligence--decision-framing-specialist·LibraryAgentdecision-framing-specialist
- lib-agent:decision-intelligence--decision-quality-assessor·LibraryAgentdecision-quality-assessor
- lib-agent:decision-intelligence--dss-architect·LibraryAgentdss-architect
- lib-agent:decision-intelligence--experimentation-manager·LibraryAgentexperimentation-manager
- lib-agent:decision-intelligence--insight-translator·LibraryAgentinsight-translator
- lib-agent:decision-intelligence--market-intelligence-analyst·LibraryAgentmarket-intelligence-analyst
- lib-agent:decision-intelligence--mcda-facilitator·LibraryAgentmcda-facilitator
- lib-agent:decision-intelligence--optimization-specialist·LibraryAgentoptimization-specialist
- lib-agent:decision-intelligence--predictive-analyst·LibraryAgentpredictive-analyst
- lib-agent:decision-intelligence--probabilistic-modeler·LibraryAgentprobabilistic-modeler
- lib-agent:decision-intelligence--real-time-decision-engineer·LibraryAgentreal-time-decision-engineer
- lib-agent:decision-intelligence--risk-analyst·LibraryAgentrisk-analyst
- lib-agent:decision-intelligence--scenario-planner·LibraryAgentscenario-planner
- lib-agent:decision-intelligence--strategic-options-analyst·LibraryAgentstrategic-options-analyst
- lib-agent:decision-intelligence--trade-off-analyst·LibraryAgenttrade-off-analyst
- lib-agent:decision-intelligence--uncertainty-quantifier·LibraryAgentuncertainty-quantifier
- lib-agent:decision-intelligence--war-game-facilitator·LibraryAgentwar-game-facilitator
- lib-process:business-analysis--bpmn-process-modeling·LibraryProcessbusiness-analysis/bpmn-process-modeling
- lib-process:business-analysis--brd-creation·LibraryProcessbusiness-analysis/brd-creation
- lib-process:business-analysis--business-case-development·LibraryProcessbusiness-analysis/business-case-development
- lib-process:business-analysis--change-adoption-tracking·LibraryProcessba-change-adoption-tracking
- lib-process:business-analysis--change-impact-analysis·LibraryProcessba-change-impact-analysis
- lib-process:business-analysis--change-management-strategy·LibraryProcessba-change-management-strategy
- lib-process:business-analysis--change-readiness-assessment·LibraryProcessba-change-readiness-assessment
- lib-process:business-analysis--consulting-engagement-planning·LibraryProcessba-consulting-engagement-planning
- lib-process:business-analysis--executive-presentation·LibraryProcessba-executive-presentation
- lib-process:business-analysis--hypothesis-driven-analysis·LibraryProcessba-hypothesis-driven-analysis
- lib-process:business-analysis--knowledge-transfer·LibraryProcessba-knowledge-transfer
- lib-process:business-analysis--process-gap-analysis·LibraryProcessbusiness-analysis/process-gap-analysis
- lib-process:business-analysis--raci-matrix-development·LibraryProcessbusiness-analysis/raci-matrix-development
- lib-process:business-analysis--requirements-elicitation-workshop·LibraryProcessbusiness-analysis/requirements-elicitation-workshop
- lib-process:business-analysis--requirements-traceability·LibraryProcessbusiness-analysis/requirements-traceability
- lib-process:business-analysis--resistance-management·LibraryProcessba-resistance-management
- lib-process:business-analysis--sipoc-process-definition·LibraryProcessbusiness-analysis/sipoc-process-definition
- lib-process:business-analysis--solution-options-analysis·LibraryProcessbusiness-analysis/solution-options-analysis
- lib-process:business-analysis--solution-performance-assessment·LibraryProcessbusiness-analysis/solution-performance-assessment
- lib-process:business-analysis--stakeholder-analysis·LibraryProcessbusiness-analysis/stakeholder-analysis
- lib-process:business-analysis--stakeholder-communication-planning·LibraryProcessbusiness-analysis/stakeholder-communication-planning
- lib-process:business-analysis--training-enablement-design·LibraryProcessba-training-enablement-design
- lib-process:business-analysis--uat-planning·LibraryProcessbusiness-analysis/uat-planning
- lib-process:business-analysis--user-story-development·LibraryProcessbusiness-analysis/user-story-development
- lib-process:business-analysis--value-stream-mapping·LibraryProcessbusiness-analysis/value-stream-mapping
- lib-process:decision-intelligence--ab-testing-experimentation·LibraryProcessspecializations/domains/business/decision-intelligence/ab-testing-experimentation
- lib-process:decision-intelligence--cognitive-bias-debiasing·LibraryProcessspecializations/domains/business/decision-intelligence/cognitive-bias-debiasing
- lib-process:decision-intelligence--collaborative-decision-support·LibraryProcessspecializations/domains/business/decision-intelligence/collaborative-decision-support
- lib-process:decision-intelligence--competitive-battlecard-development·LibraryProcessspecializations/domains/business/decision-intelligence/competitive-battlecard-development
- lib-process:decision-intelligence--competitor-monitoring-system·LibraryProcessspecializations/domains/business/decision-intelligence/competitor-monitoring-system
- lib-process:decision-intelligence--customer-segmentation-analysis·LibraryProcessspecializations/domains/business/decision-intelligence/customer-segmentation-analysis
- lib-process:decision-intelligence--data-visualization-standards·LibraryProcessspecializations/domains/business/decision-intelligence/data-visualization-standards
- lib-process:decision-intelligence--decision-documentation-learning·LibraryProcessspecializations/domains/business/decision-intelligence/decision-documentation-learning
- lib-process:decision-intelligence--decision-quality-assessment·LibraryProcessspecializations/domains/business/decision-intelligence/decision-quality-assessment
- lib-process:decision-intelligence--decision-support-system-architecture·LibraryProcessspecializations/domains/business/decision-intelligence/decision-support-system-architecture
- lib-process:decision-intelligence--executive-dashboard-development·LibraryProcessspecializations/domains/business/decision-intelligence/executive-dashboard-development
- lib-process:decision-intelligence--geographic-market-analysis·LibraryProcessspecializations/domains/business/decision-intelligence/geographic-market-analysis
- lib-process:decision-intelligence--hypothesis-driven-analytics·LibraryProcessspecializations/domains/business/decision-intelligence/hypothesis-driven-analytics
- lib-process:decision-intelligence--industry-trend-analysis·LibraryProcessspecializations/domains/business/decision-intelligence/industry-trend-analysis
- lib-process:decision-intelligence--insight-to-action-process·LibraryProcessspecializations/domains/business/decision-intelligence/insight-to-action-process
- lib-process:decision-intelligence--knowledge-driven-dss·LibraryProcessspecializations/domains/business/decision-intelligence/knowledge-driven-dss
- lib-process:decision-intelligence--kpi-framework-development·LibraryProcessspecializations/domains/business/decision-intelligence/kpi-framework-development
- lib-process:decision-intelligence--market-sizing-opportunity-assessment·LibraryProcessspecializations/domains/business/decision-intelligence/market-sizing-opportunity-assessment
- lib-process:decision-intelligence--monte-carlo-simulation·LibraryProcessspecializations/domains/business/decision-intelligence/monte-carlo-simulation
- lib-process:decision-intelligence--multi-criteria-decision-analysis·LibraryProcessspecializations/domains/business/decision-intelligence/multi-criteria-decision-analysis
- lib-process:decision-intelligence--operational-reporting-system-design·LibraryProcessspecializations/domains/business/decision-intelligence/operational-reporting-system-design
- lib-process:decision-intelligence--patent-ip-intelligence·LibraryProcessspecializations/domains/business/decision-intelligence/patent-ip-intelligence
- lib-process:decision-intelligence--predictive-analytics-implementation·LibraryProcessspecializations/domains/business/decision-intelligence/predictive-analytics-implementation
- lib-process:decision-intelligence--prescriptive-analytics-optimization·LibraryProcessspecializations/domains/business/decision-intelligence/prescriptive-analytics-optimization
- lib-process:decision-intelligence--pricing-intelligence-analysis·LibraryProcessspecializations/domains/business/decision-intelligence/pricing-intelligence-analysis
- lib-process:decision-intelligence--real-time-decision-analytics·LibraryProcessspecializations/domains/business/decision-intelligence/real-time-decision-analytics
- lib-process:decision-intelligence--self-service-analytics-enablement·LibraryProcessspecializations/domains/business/decision-intelligence/self-service-analytics-enablement
- lib-process:decision-intelligence--strategic-scenario-development·LibraryProcessspecializations/domains/business/decision-intelligence/strategic-scenario-development
- lib-process:decision-intelligence--structured-decision-making·LibraryProcessspecializations/domains/business/decision-intelligence/structured-decision-making
- lib-process:decision-intelligence--voice-of-customer-integration·LibraryProcessspecializations/domains/business/decision-intelligence/voice-of-customer-integration
- lib-process:decision-intelligence--war-gaming-competitive-response·LibraryProcessspecializations/domains/business/decision-intelligence/war-gaming-competitive-response
- lib-process:decision-intelligence--what-if-analysis-framework·LibraryProcessspecializations/domains/business/decision-intelligence/what-if-analysis-framework
- lib-process:decision-intelligence--win-loss-analysis-program·LibraryProcessspecializations/domains/business/decision-intelligence/win-loss-analysis-program
- lib-skill:business-analysis--adkar-assessment·LibrarySkilladkar-assessment
- lib-skill:business-analysis--bpmn-generator·LibrarySkillbpmn-generator
- lib-skill:business-analysis--communication-plan-generator·LibrarySkillcommunication-plan-generator
- lib-skill:business-analysis--financial-calculator·LibrarySkillfinancial-calculator
- lib-skill:business-analysis--gap-analysis-framework·LibrarySkillgap-analysis-framework
- lib-skill:business-analysis--issue-tree-generator·LibrarySkillissue-tree-generator
- lib-skill:business-analysis--metrics-dashboard-designer·LibrarySkillmetrics-dashboard-designer
- lib-skill:business-analysis--options-scoring·LibrarySkilloptions-scoring
- lib-skill:business-analysis--pyramid-structuring·LibrarySkillpyramid-structuring
- lib-skill:business-analysis--requirements-quality-analyzer·LibrarySkillrequirements-quality-analyzer
- lib-skill:business-analysis--risk-register-builder·LibrarySkillrisk-register-builder
- lib-skill:business-analysis--stakeholder-matrix-generator·LibrarySkillstakeholder-matrix-generator
- lib-skill:business-analysis--traceability-matrix-builder·LibrarySkilltraceability-matrix-builder
- lib-skill:business-analysis--training-curriculum-designer·LibrarySkilltraining-curriculum-designer
- lib-skill:business-analysis--uat-test-generator·LibrarySkilluat-test-generator
- lib-skill:business-analysis--user-story-writer·LibrarySkilluser-story-writer
- lib-skill:business-analysis--value-stream-mapping·LibrarySkillvalue-stream-mapping
- lib-skill:business-analysis--workshop-facilitation·LibrarySkillworkshop-facilitation
- lib-skill:decision-intelligence--agent-based-simulator·LibrarySkillagent-based-simulator
- lib-skill:decision-intelligence--ahp-calculator·LibrarySkillahp-calculator
- lib-skill:decision-intelligence--bayesian-network-analyzer·LibrarySkillbayesian-network-analyzer
- lib-skill:decision-intelligence--calibration-trainer·LibrarySkillcalibration-trainer
- lib-skill:decision-intelligence--causal-inference-engine·LibrarySkillcausal-inference-engine
- lib-skill:decision-intelligence--competitive-intelligence-tracker·LibrarySkillcompetitive-intelligence-tracker
- lib-skill:decision-intelligence--constraint-satisfaction-solver·LibrarySkillconstraint-satisfaction-solver
- lib-skill:decision-intelligence--data-storytelling·LibrarySkilldata-storytelling
- lib-skill:decision-intelligence--decision-journal·LibrarySkilldecision-journal
- lib-skill:decision-intelligence--decision-tree-builder·LibrarySkilldecision-tree-builder
- lib-skill:decision-intelligence--decision-visualization·LibrarySkilldecision-visualization
- lib-skill:decision-intelligence--electre-comparator·LibrarySkillelectre-comparator
- lib-skill:decision-intelligence--genetic-algorithm-optimizer·LibrarySkillgenetic-algorithm-optimizer
- lib-skill:decision-intelligence--hypothesis-tracker·LibrarySkillhypothesis-tracker
- lib-skill:decision-intelligence--kpi-tracker·LibrarySkillkpi-tracker
- lib-skill:decision-intelligence--linear-programming-solver·LibrarySkilllinear-programming-solver
- lib-skill:decision-intelligence--market-research-aggregator·LibrarySkillmarket-research-aggregator
- lib-skill:decision-intelligence--monte-carlo-engine·LibrarySkillmonte-carlo-engine
- lib-skill:decision-intelligence--pre-mortem-facilitator·LibrarySkillpre-mortem-facilitator
- lib-skill:decision-intelligence--promethee-evaluator·LibrarySkillpromethee-evaluator
- lib-skill:decision-intelligence--real-options-analyzer·LibrarySkillreal-options-analyzer
- lib-skill:decision-intelligence--reference-class-forecaster·LibrarySkillreference-class-forecaster
- lib-skill:decision-intelligence--risk-distribution-fitter·LibrarySkillrisk-distribution-fitter
- lib-skill:decision-intelligence--risk-register-manager·LibrarySkillrisk-register-manager
- lib-skill:decision-intelligence--scenario-narrative-generator·LibrarySkillscenario-narrative-generator
- lib-skill:decision-intelligence--sensitivity-analyzer·LibrarySkillsensitivity-analyzer
- lib-skill:decision-intelligence--stakeholder-preference-elicitor·LibrarySkillstakeholder-preference-elicitor
- lib-skill:decision-intelligence--system-dynamics-modeler·LibrarySkillsystem-dynamics-modeler
- lib-skill:decision-intelligence--time-series-forecaster·LibrarySkilltime-series-forecaster
- lib-skill:decision-intelligence--topsis-ranker·LibrarySkilltopsis-ranker
- lib-skill:decision-intelligence--value-at-risk-calculator·LibrarySkillvalue-at-risk-calculator
- lib-skill:decision-intelligence--war-game-orchestrator·LibrarySkillwar-game-orchestrator
requires_skill5
- role:financial-analyst·RoleFinancial Analyst
- role:supply-chain-analyst·RoleSupply Chain Analyst
- role:operations-analyst·RoleOperations Analyst
- role:strategic-planner·RoleStrategic Planner
- role:competitive-intelligence-analyst·RoleCompetitive Intelligence Analyst
specializes2
- specialization:decision-intelligence·SpecializationDecision Intelligence
- specialization:business-analysis·SpecializationBusiness Analysis