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sop-facilitator

Productivity
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Sales and Operations Planning process facilitation skill with demand-supply balancing and cross-functional alignment

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Source SKILL.md: https://github.com/a5c-ai/babysitter/blob/HEAD/library/specializations/domains/business/operations/skills/sop-facilitator/SKILL.md

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S&OP Facilitator

Overview

The S&OP Facilitator skill provides comprehensive capabilities for facilitating the Sales and Operations Planning process. It supports demand-supply balancing, cross-functional alignment, scenario planning, and executive decision support.

Capabilities

  • Demand plan aggregation
  • Supply plan development
  • Gap reconciliation
  • Executive S&OP meeting facilitation
  • Scenario planning
  • Financial impact analysis
  • Consensus forecasting
  • Performance tracking

Used By Processes

  • CAP-003: Sales and Operations Planning
  • CAP-001: Capacity Requirements Planning
  • CAP-004: Demand Forecasting and Analysis

Tools and Libraries

  • S&OP platforms (Kinaxis, o9)
  • Collaboration tools
  • BI dashboards
  • Scenario modeling tools

Usage

skill: sop-facilitator
inputs:
  planning_cycle: "monthly"
  planning_horizon: 18  # months
  demand_input:
    - source: "sales_forecast"
      volume: 50000
      revenue: 5000000
    - source: "marketing_pipeline"
      volume: 10000
      revenue: 1200000
  supply_input:
    - resource: "Plant A"
      capacity: 45000
    - resource: "Plant B"
      capacity: 30000
  constraints:
    - type: "labor"
      limit: "10% overtime max"
    - type: "material"
      limit: "Supplier X at capacity"
outputs:
  - demand_plan
  - supply_plan
  - gap_analysis
  - scenarios
  - executive_summary
  - action_items

S&OP Process Steps

Step 1: Data Gathering

  • Collect demand forecasts
  • Update supply capabilities
  • Gather inventory positions
  • Review financial targets

Step 2: Demand Review

  • Review statistical forecast
  • Incorporate sales input
  • Adjust for marketing events
  • Finalize demand plan

Step 3: Supply Review

  • Assess capacity availability
  • Identify constraints
  • Develop supply options
  • Create supply plan

Step 4: Pre-S&OP Meeting

  • Reconcile demand and supply
  • Develop scenarios
  • Analyze financial impact
  • Prepare recommendations

Step 5: Executive S&OP

  • Present gaps and options
  • Make decisions
  • Assign accountability
  • Communicate plan

Key Metrics

MetricDefinitionTarget
Forecast AccuracyMAPE of demand forecast< 20%
Plan AttainmentActual vs. plan> 95%
Inventory HealthWeeks of supplyTarget +/- 10%
On-Time DeliveryCustomer OTIF> 98%

Scenario Analysis Framework

ScenarioDescriptionLikelihoodImpact
BaseMost likely outcomeHighMedium
UpsideBest caseLowPositive
DownsideWorst caseLowNegative
StretchAspirationalMediumPositive

Integration Points

  • ERP systems
  • CRM systems
  • Financial planning
  • Demand planning systems