7.4 Aggregate Planning, Capacity Balancing & Master Scheduling
Key Takeaways
- Aggregate planning balances demand against capacity at the product-family level over a 6-to-18-month horizon and is the supply half of the S&OP process.
- A level strategy holds output constant and absorbs demand swings with inventory and backlog; a chase strategy varies output to track demand; hybrid strategies mix both.
- Rough-cut capacity planning validates the master production schedule against a handful of critical resources before detailed material planning is run.
- Capacity is expressed as design capacity, effective capacity, and actual output, and utilization and efficiency are calculated against different denominators.
- The demand-time fence and planning-time fence define where the schedule is frozen, where changes require approval, and where the computer may plan freely.
Aggregate Planning, Capacity Balancing & Master Scheduling
Demand planning produces an unconstrained view of what the market wants. Aggregate planning decides what the organization will actually produce, given the capacity it has or can acquire. It is the supply-side half of the S&OP balance, and it converts a demand number into commitments that supply management must execute — labour, capacity, subcontracting, and supplier volume.
What Aggregate Planning Does
| Attribute | Aggregate plan |
|---|---|
| Horizon | 6–18 months, rolling |
| Time bucket | Monthly, sometimes quarterly |
| Unit of planning | Product families or aggregate units (equivalent units, standard hours, tons) — not individual SKUs |
| Decisions it makes | Production rate, workforce level, overtime, subcontracting, inventory build, backlog policy |
| Output | A feasible production plan by family, agreed at the executive S&OP meeting |
It operates at the family level for the reason established by the aggregation principle: family-level forecasts are far more accurate than SKU-level forecasts, and capacity decisions do not require SKU detail.
The Three Aggregate Planning Strategies
| Strategy | Mechanism | Advantages | Disadvantages |
|---|---|---|---|
| Level | Hold production rate and workforce constant; absorb demand variation with inventory build in low periods and backlog or depletion in peaks | Stable workforce and morale; smooth supplier releases; best unit costs; predictable purchasing | High inventory carrying cost; obsolescence risk; backorders in peak periods |
| Chase | Vary output each period to match demand through hiring and layoff, overtime, or subcontracting | Minimal inventory; high responsiveness | Hiring, training, and severance costs; quality and morale problems; volatile supplier releases amplify the bullwhip |
| Hybrid (mixed) | Level base load plus flexible increments — overtime, temporary labour, subcontracting, and modest inventory build | Balances cost and responsiveness; the practical default | Requires disciplined governance to prevent drift into ad hoc decisions |
The Supply Management Consequence
Each strategy places a different demand on suppliers, and the choice must be negotiated into supply agreements before it is executed:
- A level strategy gives suppliers smooth, predictable releases — the most valuable thing a buyer can offer, and legitimate leverage in negotiation.
- A chase strategy pushes the entire swing onto suppliers, and that flexibility must be paid for through tolerance bands, surge capacity commitments, or premium pricing.
- A hybrid strategy requires suppliers who can hold a firm base and flex an agreed increment on defined notice.
Exam anchor: adopting a chase strategy internally while holding suppliers to fixed volumes simply relocates the bullwhip effect to the supply base. Supply management's role in aggregate planning is to make the supply-side cost of each strategy visible before it is chosen.
Capacity Definitions and Utilization Arithmetic
| Term | Definition |
|---|---|
| Design capacity | Maximum theoretical output under ideal conditions |
| Effective capacity | Design capacity less planned losses — maintenance, changeovers, breaks, scheduled downtime |
| Actual output | What was really produced |
Worked example. Design capacity 12,000 units per week; effective capacity 10,200 units per week; actual output 9,180 units.
- Utilization = $9{,}180 / 12{,}000 = \mathbf{76.5%}$
- Efficiency = $9{,}180 / 10{,}200 = \mathbf{90.0%}$
Exam trap: utilization and efficiency use different denominators. A plant can show high efficiency (working well against its realistic capability) and low utilization (much of the theoretical capacity is consumed by planned losses) at the same time. Items reporting a single "capacity percentage" without naming the denominator are ambiguous by design.
Capacity cushion is the reserve deliberately held above expected demand: $\text{cushion} = 100% - \text{utilization}$. High-variability, high-stockout-cost environments justify a larger cushion; capital-intensive, stable environments run leaner.
From Aggregate Plan to Master Production Schedule
| Level | Horizon | Detail | Question answered |
|---|---|---|---|
| Business / S&OP plan | 12–24 months | Product families, in money and aggregate units | What will we sell and produce overall? |
| Master Production Schedule (MPS) | Weeks to months | Specific end items by period | Exactly which items, how many, and when? |
| Material Requirements Planning (MRP) | Weeks | Components and materials | What must we buy or make, and when? |
The MPS disaggregates the family-level aggregate plan into specific end items. Its total must reconcile back to the aggregate plan, or the two are planning different businesses.
Rough-Cut Capacity Planning (RCCP)
RCCP validates a proposed MPS against a small number of critical resources — bottleneck work centres, skilled labour pools, key suppliers, and constrained warehouse space — before the far more computationally expensive MRP run. Its purpose is to catch an infeasible MPS early. Running MRP against an infeasible master schedule generates thousands of purchase and production orders that cannot be executed, which is how planning systems lose credibility with their users.
Capacity Requirements Planning (CRP) is the detailed counterpart, run after MRP against every work centre using planned and released orders.
Available-to-Promise (ATP)
ATP is the uncommitted portion of the master schedule available to promise to new customer orders:
ATP is what allows sales to make a reliable delivery promise instead of guessing — and unreliable promising is a documented root cause of the bullwhip effect, because customers who distrust promises inflate and duplicate orders.
Time Fences
Time fences define how much of the schedule may change, and by whom.
| Zone | Position | Rule | Who may change it |
|---|---|---|---|
| Frozen | Inside the demand time fence | Effectively no change; material committed, capacity scheduled | Senior management only, by exception |
| Firm / slushy | Between demand and planning time fence | Changes permitted within tolerance, by trade-off | Master scheduler, with approval |
| Free / liquid | Beyond the planning time fence | The system may plan freely | Planning system, automatically |
The supply management link: the frozen zone must be at least as long as the cumulative lead time of the longest-lead purchased component. A four-week frozen zone with a sixteen-week component means the plan is being changed after the material has already been committed — the schedule looks flexible while the supply chain has already paid for the old plan. Aligning time fences with actual supplier lead times, and shortening those lead times so the fences can shrink, is a direct supply management contribution to schedule stability.
Closing the Capacity Gap
When the aggregate plan reveals demand above available capacity, the options — in ascending cost and lead time — are:
- Overtime and additional shifts — fast, expensive per unit, limited by labour availability and fatigue.
- Inventory pre-build — build ahead in low periods. Requires forecast confidence and working capital.
- Subcontracting and contract manufacturing — supply management's lever. Requires qualification lead time and carries quality and IP exposure.
- Supplier capacity reservation — pay an option fee to secure a block of supplier capacity.
- Backlog and lead-time extension — quote a longer lead time. Acceptable in industrial make-to-order markets, damaging in competitive make-to-stock markets.
- Demand shaping — pricing, promotion timing, and incentives to move demand from peaks into troughs. The cheapest option and the most frequently overlooked.
- Capital capacity addition — longest lead time and largest commitment; justified only by a durable structural demand increase, not by a peak.
A supply review that presents a capacity gap without presenting these options ranked by cost and lead time has not completed the S&OP supply step.
A plant has a design capacity of 12,000 units per week, an effective capacity of 10,200 units after planned maintenance and changeovers, and actual output of 9,180 units. What are utilization and efficiency?
An organization adopts a chase aggregate planning strategy, varying monthly output to track demand exactly, while holding all suppliers to fixed monthly volumes under existing agreements. What is the consequence?
A master production schedule operates with a four-week frozen zone, but a critical purchased component carries a sixteen-week supplier lead time. What problem does this create?