Trade

HR Shift Planning Agent

Someone matches demand and qualifications by hand. And does it again with every sick note.

Optimises workforce deployment in stores and warehouses.

Open agent
Public administration

Four processes that take up the most time today

Developed in Germany · Hosted in the EU

Developed in Germany · Hosted in the EU or on-premises

Delivered together with

STACKIT Sovereign hosting in Germany, single-tenant from the first user.
Rödl Legal, tax and compliance expertise for legally sound deployment.
4P Consulting Advisory and implementation for the public sector, starting with the AI readiness assessment.

A weekly rota for ten stores is written three times before it goes on the noticeboard.

Store management reports the demand, workforce scheduling sets the shifts, then holiday, sick notes and a promotion weekend get in the way. Every change triggers the same checks: who holds till authorisation, whose hours are already close to the limit, who can step in from the neighbouring store. By the time the rota goes up, someone has reworked it three times.

10storesThe same weekly rota is produced for ten sites in the group.
148employeesFull-time, part-time and casual staff with different qualifications.
3rota versionsDemand report, first draft and rework after the first absences.
11 hoursa weekThat is how much time workforce scheduling spends on replanning alone.

Workforce scheduling spots Saturday's gap as early as Wednesday and plans once instead of three times; that is the 20% less planning effort.

The 20% reduction in planning effort is this agent's headline figure. The eleven hours of replanning a week reflect a scheduling team responsible for ten stores and are not measured values.

Three steps through the process.

Store management decides who takes which shift; the agent shows demand, qualifications and hours balances alongside.

Project demand per store and day

The agent reads the sales forecast and opening hours and derives the staffing need per day and shift. It plans promotion days and deliveries separately.

Store 12, week 34, Saturday planned with 4 till shifts instead of 2

Check staffing against qualifications

The agent matches demand with qualifications, availability and hours balances from the HR system. It marks shifts without suitable staff, giving the reason.

2 open till shifts on Saturday, one part-time employee 6 hours over target

Submit the draft rota for approval

The agent compiles the weekly rota with staffing, open shifts and hours balances. Once store management approves the draft, it goes to the works council for co-determination on the scheduling of working hours, and it is posted only once the council consents.

schichtplan_filiale12_KW34.pdf, 63 shifts, 2 of them open

What the agent does not do.

It does not assign anyone to a shift.

It presents the draft with a rationale for each shift. Store management approves it, the works council decides on the scheduling of working hours, and only then does the rota go up.

It does not weigh the sales forecast against the store's experience.

It calculates demand from the forecast held in the system. Whether the promotion day will be busier than forecast is for store management to judge.

A shift swapped in the staff room does not appear in its rota.

It works with the availability recorded in the HR system. The swap only counts once someone enters it there.

Connected systems

  • HR system
  • time recording
  • merchandise management system

Operations

  • Deployment modelEU cloud or private cloud
  • Data processingGDPR-compliant, no model training on your data
  • Responsible teamsHR department, store management

The questions that come up before the first meeting.

How quickly is the HR Shift Planning Agent ready to use?

A pilot typically runs on your own data within 4 to 6 weeks. The agent connects to your existing systems rather than running as a separate, parallel environment.

Where is the data processed?

EU cloud or private cloud. Processing is GDPR-compliant and models are never trained on your data. Details in the Trust Center.

Where does the figure “20% less planning effort” come from?

It is based on experience from comparable projects and process benchmarks, not a commitment. We work out the realistic effect for your organisation during the assessment before the pilot.

Related agents.

Intake review, case 2026/04711

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