a5c-ai Workforce Planning Skill
Overview
The Workforce Planning skill provides capabilities for forecasting workforce needs and developing talent supply strategies. This skill enables demand forecasting, supply analysis, gap identification, and scenario-based workforce planning.
Capabilities
Demand Forecasting
- Create workforce demand forecasts
- Model headcount by business scenarios
- Project skill requirements
- Factor growth and attrition
- Align with business planning
Supply Analysis
- Analyze internal talent supply
- Track current workforce composition
- Project internal movement
- Assess development pipeline
- Model retirement and turnover
Gap Analysis
- Calculate workforce gaps by skill/role
- Identify critical shortages
- Project future gap evolution
- Prioritize gap closure strategies
- Estimate gap costs
Scenario Modeling
- Model scenario-based workforce plans
- Compare strategic alternatives
- Assess risk and contingencies
- Evaluate build vs. buy vs. borrow
- Support strategic decision-making
Headcount Planning
- Generate headcount planning templates
- Support annual planning cycles
- Enable rolling forecasts
- Track plan vs. actual
- Manage requisition approval
Dashboard and Reporting
- Build workforce dashboards
- Create executive summaries
- Track planning assumptions
- Monitor plan execution
- Report on workforce metrics
Usage
Demand Forecast
const demandForecast = {
timeHorizon: {
years: 3,
periods: 'quarterly'
},
baseScenario: {
revenuegrowth: [10, 12, 15],
productivityImprovement: [2, 3, 3]
},
departmentModels: [
{
department: 'Engineering',
driver: 'product-roadmap',
currentHeadcount: 100,
projectedGrowth: [15, 20, 25]
},
{
department: 'Sales',
driver: 'revenue-ratio',
revenuePerSalesperson: 1000000,
projectedRevenue: [50000000, 60000000, 75000000]
},
{
department: 'Customer Success',
driver: 'customer-ratio',
customersPerCSM: 50,
projectedCustomers: [500, 650, 850]
}
],
assumptions: {
attrition: 15,
internalMobility: 10,
leadTime: 90
}
};
Gap Analysis
const gapAnalysis = {
planning Period: '2026-2028',
scope: 'critical-skills',
skills: [
{
name: 'Machine Learning',
currentSupply: 10,
futuredemand: { y1: 15, y2: 25, y3: 40 },
internalPipeline: 3,
externalAvailability: 'scarce'
},
{
name: 'Cloud Architecture',
currentSupply: 20,
futureDemand: { y1: 25, y2: 30, y3: 35 },
internalPipeline: 5,
externalAvailability: 'moderate'
}
],
strategies: {
build: { timeToReady: 18, costPerPerson: 25000 },
buy: { timeToHire: 4, costPerHire: 50000 },
borrow: { availability: 'contractors', premiumRate: 1.5 }
}
};
Process Integration
This skill integrates with the following HR processes:
| Process | Integration Points |
|---|---|
| workforce-planning-forecasting.js | Full planning workflow |
| succession-planning.js | Supply analysis |
| training-needs-analysis.js | Skill gap input |
Best Practices
- Business Alignment: Link workforce plans to business strategy
- Multiple Scenarios: Plan for base, optimistic, and pessimistic cases
- Regular Updates: Refresh forecasts at least quarterly
- Skills Focus: Plan for skills, not just headcount
- Lead Time: Account for hiring and development lead times
- Finance Integration: Align with financial planning processes
Metrics and KPIs
| Metric | Description | Target |
|---|---|---|
| Forecast Accuracy | Actual vs. planned headcount | Within 10% |
| Time to Fill | Average days to fill positions | <60 days |
| Critical Role Coverage | Filled critical roles | 100% |
| Skills Gap Closure | Gaps addressed on time | >80% |
| Internal Fill Rate | Positions filled internally | >40% |
Related Skills
- SK-019: Turnover Analytics (attrition forecasting)
- SK-009: Training Needs (skill development)
- SK-011: Succession Planning (pipeline input)