II.
LibraryProcess overview
Reference · livelib-process:supply-chain--demand-forecasting
demand-forecasting overview
Demand Forecasting and Planning - Generate statistical demand forecasts using historical data, market intelligence, and demand signals with continuous accuracy improvement.
Attributes
displayName
demand-forecasting
description
Demand Forecasting and Planning - Generate statistical demand forecasts using historical data,
market intelligence, and demand signals with continuous accuracy improvement.
libraryPath
library/specializations/domains/business/supply-chain/demand-forecasting.js
specialization
supply-chain
references
- - ASCM CPIM Certification: https://www.ascm.org/learning-development/certifications-credentials/cpim/ - Demand Planning Best Practices: https://www.gartner.com/en/supply-chain
example
const result = await orchestrate('specializations/domains/business/supply-chain/demand-forecasting', {
historicalDataPath: '/data/sales-history.csv',
planningHorizon: '12-months',
forecastGranularity: 'weekly',
productCategories: ['electronics', 'apparel']
});
usesAgents
- demand-planning-analyst
- demand-analyst
- market-analyst
- forecasting-specialist
- forecast-generator
- accuracy-analyst
- improvement-advisor
Outgoing edges
lib_applies_to_domain1
- domain:supply-chain·DomainSupply Chain
lib_belongs_to_specialization2
- specialization:supply-chain-optimization·SpecializationSupply Chain Optimization
- specialization:supply-chain·SpecializationSupply Chain
lib_implements_workflow2
- workflow:vendor-onboarding·WorkflowVendor Onboarding
- workflow:vendor-evaluation·WorkflowVendor Evaluation
lib_involves_role2
- role:supply-chain-analyst·RoleSupply Chain Analyst
- role:procurement-manager·RoleProcurement Manager
lib_requires_skill_area2
- skill-area:procurement-management·SkillAreaProcurement Management
- skill-area:vendor-management-ops·SkillAreaVendor Management (Operations)
uses_agent2
- lib-agent:operations--demand-planning-analyst·LibraryAgentdemand-planning-analyst
- lib-agent:entrepreneurship--market-analyst·LibraryAgentmarket-analyst
Incoming edges
None.