Enquant
Back to solutions
Production use case

Scheduling filling lines

A beverage manufacturer manages multiple facilities, each housing various bottling and canning lines. While weekly production targets are set centrally, the operational challenge lies in generating a precise schedule that accounts for diverse container types and site-specific constraints.

Optimal sequencing is critical to minimize tool adjustments and required cleaning cycles. Furthermore, the schedule must integrate intermittent maintenance tasks and quality sampling, adhering strictly to established operational protocols and timing requirements.

Execution depends on a workforce with specialized skill sets. Each task — whether it involves active production, equipment changeovers, technical maintenance, or sanitation — must be assigned to operators possessing the exact qualifications required for the job.

The challenge

Schedule incoming production orders, and plan adjacent activities (maintenance, cleaning, sampling).

Which production line?Whom to assign?What sequence?

Why it is complex

  • Sequence-dependent setup times
  • Product/machine compatibilities and input materials availability
  • Operators skill matrix and shift preferences

Business impact

  • Higher product availability: maximize output
  • Lower cost: production, maintenance, and cleaning
  • Improved employee climate: balance labor hours

How Enquant solves it

1

Model constraints

Turn master data into operational rules: machine capabilities, setup times, skill matrices, shifts.

2

Click to optimize

Enquant's solver assigns jobs to the best machines and operators, sequencing runs to maximize throughput.

3

Review & validate

Interactively evaluate schedules using Gantt charts. Instantly spot risk of overlaps before releasing.

4

Execute seamlessly

Integration pushes approved schedules back to your ERP for execution, adjusting to delays and yield variations.

Enquant calendar view showing machine availability and a scheduled production run
Enquant Gantt view of production orders and equipment schedules across lines

See it on your data

We'll model your domain in the POC and show you optimal decisions on your own planning horizon — for free.

Start your POC
Enquant

Operational decision intelligence for supply chain.

All systems normal

© 2026 Enquant