Research

Retrospective 2021: KI-ULTRA

Retrospective 2021. Introducing AI changes more than a technical application.

Historical KI-ULTRA project graphic showing funding information and participating organisations.
Complete historical project overview; organisation marks in their research context at the time. KI-ULTRA / Hawk IVO GmbH (opens in a new tab)

Project or study in detail

Introducing AI changes more than a technical application. Responsibilities, workflows, skills and participation need to fit together. KI-ULTRA investigated this organisational transformation with companies, connecting research at Fraunhofer IAO and the University of Stuttgart with company laboratories. The complete historical graphic shows the project context, funding information and participating organisations.

Hawk’s contribution

Hawk participated in KI-ULTRA with workforce and shift planning as its application context. In the KI-ULTRA project, funded by the KI-Observatorium (AI Observatory), Fraunhofer IAO, the University of Stuttgart and company labs examined transformation processes for introducing AI. The project produced guidelines and an evaluation toolkit.

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. Fraunhofer IAO: KI-ULTRA (opens in a new tab)
  2. Guideline on strategy and change for the use of AI (opens in a new tab)
  3. Guideline on carrying out AI projects (opens in a new tab)

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