Research

TREND REPORT

On 24 June 2019, TREND REPORT published an article about intelligent shift planning with AI.

Cover of the June 2019 TREND REPORT issue on how algorithms change our lives.
Historical issue from June 2019. TREND REPORT (opens in a new tab)

Historical news about this contribution

Background and objective

On 24 June 2019, TREND REPORT published an article about intelligent shift planning with AI. It focuses on industrial planning challenges: changing demand, different availability and the alignment of employee interests with operational requirements. The historical interview shows the questions that already accompanied the development of AI-supported planning at the time.

Approach and context

The article describes software proposing staffing options while planners weigh different criteria. It covers changes and communication with employees as well as the creation of a plan. This connection explains the application more clearly than looking at an optimisation method in isolation.

Hawk’s contribution

The Trend Report from June 2019 presents intelligent shift planning with AI, including our solution for flexibility when demand fluctuates and for planning staff costs.

What this means in practice

Today, the interview offers a historical view of the approach’s development. Objectives, data and room for human decisions remain useful planning questions. The original article is linked as a dated media reference; product information from that time is read in its 2019 context alongside separate current product information.

Questions for your own planning

  • Which planning decision needs support, and who is responsible for it?

  • Which requirements, skills and operational rules must be considered together?

  • How are employees involved and proposals evaluated in everyday work?

The original sources document the research project or publication at the time. This context connects the historical contribution with the questions facing today’s planning teams.

Sources and further reading

  1. Trend Report: Intelligent shift planning with AI (opens in a new tab)

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