100-Cap Order: Embroidery Production Time

The workload being modeled

This two-day example models a cap-only order. It is intentionally conservative about handling and makes the final partial multi-head cycle visible through head utilization.

Target	100 good pieces in the modeled window
Design	8,000 stitches per piece
Order mix	100% caps
Average same-design batch	50 pieces
Production window	2 days × 7 hours/day
Model allowance	3% rejects/rework; one operator

Key result: one single-head models about 49 good caps in two production days. Two heads land just under 100 at the exact defaults, while four synchronized heads model roughly 187. That makes a two-head setup borderline once a safety buffer is added.

What the same workload looks like on different architectures

The numbers below use the same assumptions as the main planner: 1.45 minutes per 1,000 stitches for flat goods, 2.10 for caps, 1.4 minutes handling for flats, 2.8 for caps and one operator. They are planning examples—not manufacturer ratings.

Setup	Modeled rate	Good pieces/window	Head utilization	First bottleneck
1 single-head	3.6/hr	48	100%	Machine
2 independent single-heads	7.1/hr	97	100%	Machine
2-head synchronized	7.1/hr	97	100%	Machine
4-head synchronized	13.7/hr	187	96%	Machine
6-head synchronized	19.8/hr	269	93%	Machine

The decision this scenario is actually testing

The lesson is not “buy four heads.” It is to identify whether the shortfall comes from machine sewing time, cap loading, or the promised deadline. Better cap hooping or an extra shift may solve a borderline order more cheaply than jumping an equipment class.

Before using this to buy equipment

Time several real jobs and replace the minutes-per-1,000-stitches assumption.
Measure hooping/loading time separately from sewing time.
Use the actual same-design batch size, not invoice quantity.
Add downtime, maintenance and staffing constraints that matter in your shop.
Run the shortest real customer deadline, not only the average week.

Run your own capacity model Test a deadline

Questions this example should answer

Why can two heads still miss 100 caps in two days?

The defaults include cap-specific sewing time, handling and a reject allowance. Small changes in your measured cycle can move the result above or below the deadline.

What is the best safety margin?

There is no universal margin. Use a buffer that reflects your downtime, rework, staffing reliability and consequences of missing the due date.

Planning estimate only. The examples on this page are transparent assumptions, not a claim about the sustained output of any specific embroidery machine.