---
_id: '60583'
abstract:
- lang: eng
  text: <jats:p>Assessing and communicating software security has become a crucial
    concern in the era of digital transformation. As software systems grow more complex
    and interconnected, it becomes increasingly challenging to effectively evaluate
    and communicate a product's security status to both technical and non-technical
    stakeholders. The Software Product Health Assistant (SPHA) is designed to automatically
    collect and aggregate data from existing expert tools and derive, among other
    scores, a transparent Security Score. SPHA is designed to present and explain
    this Security Score to decision-makers to support their responsibilities. In this
    paper, we demonstrate how to integrate data from SMARAGD (System Modeler for Architectural
    Risk Assessment and Guidance on Defenses), a safety-informed threat modeling tool,
    into SPHA to enhance the existing definition of its Security Score. To achieve
    this, we combine information about known vulnerabilities with architectural and
    threat data to calculate a realistic risk score for the product in question.</jats:p>
author:
- first_name: Jan-niclas
  full_name: Strüwer, Jan-niclas
  last_name: Strüwer
- first_name: Roman
  full_name: Trentinaglia, Roman
  id: '49934'
  last_name: Trentinaglia
  orcid: 0000-0001-9728-4991
- first_name: Benedict
  full_name: Wohlers, Benedict
  id: '53786'
  last_name: Wohlers
- first_name: Eric
  full_name: Bodden, Eric
  id: '59256'
  last_name: Bodden
  orcid: 0000-0003-3470-3647
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
citation:
  ama: 'Strüwer J, Trentinaglia R, Wohlers B, Bodden E, Dumitrescu R. Assessing and
    Communicating Software Security: Enhancing Software Product Health with Architectural
    Threat Analysis. In: <i>AHFE International</i>. Vol 168. AHFE International; 2025.
    doi:<a href="https://doi.org/10.54941/ahfe1006145">10.54941/ahfe1006145</a>'
  apa: 'Strüwer, J., Trentinaglia, R., Wohlers, B., Bodden, E., &#38; Dumitrescu,
    R. (2025). Assessing and Communicating Software Security: Enhancing Software Product
    Health with Architectural Threat Analysis. <i>AHFE International</i>, <i>168</i>.
    <a href="https://doi.org/10.54941/ahfe1006145">https://doi.org/10.54941/ahfe1006145</a>'
  bibtex: '@inproceedings{Strüwer_Trentinaglia_Wohlers_Bodden_Dumitrescu_2025, title={Assessing
    and Communicating Software Security: Enhancing Software Product Health with Architectural
    Threat Analysis}, volume={168}, DOI={<a href="https://doi.org/10.54941/ahfe1006145">10.54941/ahfe1006145</a>},
    booktitle={AHFE International}, publisher={AHFE International}, author={Strüwer,
    Jan-niclas and Trentinaglia, Roman and Wohlers, Benedict and Bodden, Eric and
    Dumitrescu, Roman}, year={2025} }'
  chicago: 'Strüwer, Jan-niclas, Roman Trentinaglia, Benedict Wohlers, Eric Bodden,
    and Roman Dumitrescu. “Assessing and Communicating Software Security: Enhancing
    Software Product Health with Architectural Threat Analysis.” In <i>AHFE International</i>,
    Vol. 168. AHFE International, 2025. <a href="https://doi.org/10.54941/ahfe1006145">https://doi.org/10.54941/ahfe1006145</a>.'
  ieee: 'J. Strüwer, R. Trentinaglia, B. Wohlers, E. Bodden, and R. Dumitrescu, “Assessing
    and Communicating Software Security: Enhancing Software Product Health with Architectural
    Threat Analysis,” in <i>AHFE International</i>, 2025, vol. 168, doi: <a href="https://doi.org/10.54941/ahfe1006145">10.54941/ahfe1006145</a>.'
  mla: 'Strüwer, Jan-niclas, et al. “Assessing and Communicating Software Security:
    Enhancing Software Product Health with Architectural Threat Analysis.” <i>AHFE
    International</i>, vol. 168, AHFE International, 2025, doi:<a href="https://doi.org/10.54941/ahfe1006145">10.54941/ahfe1006145</a>.'
  short: 'J. Strüwer, R. Trentinaglia, B. Wohlers, E. Bodden, R. Dumitrescu, in: AHFE
    International, AHFE International, 2025.'
date_created: 2025-07-10T06:37:42Z
date_updated: 2025-07-10T06:39:03Z
department:
- _id: '241'
- _id: '662'
doi: 10.54941/ahfe1006145
intvolume: '       168'
language:
- iso: eng
publication: AHFE International
publication_identifier:
  issn:
  - 2771-0718
publication_status: published
publisher: AHFE International
status: public
title: 'Assessing and Communicating Software Security: Enhancing Software Product
  Health with Architectural Threat Analysis'
type: conference
user_id: '49934'
volume: 168
year: '2025'
...
---
_id: '61969'
abstract:
- lang: eng
  text: <jats:p>Assessing and communicating software security has become a crucial
    concern in the era of digital transformation. As software systems grow more complex
    and interconnected, it becomes increasingly challenging to effectively evaluate
    and communicate a product's security status to both technical and non-technical
    stakeholders. The Software Product Health Assistant (SPHA) is designed to automatically
    collect and aggregate data from existing expert tools and derive, among other
    scores, a transparent Security Score. SPHA is designed to present and explain
    this Security Score to decision-makers to support their responsibilities. In this
    paper, we demonstrate how to integrate data from SMARAGD (System Modeler for Architectural
    Risk Assessment and Guidance on Defenses), a safety-informed threat modeling tool,
    into SPHA to enhance the existing definition of its Security Score. To achieve
    this, we combine information about known vulnerabilities with architectural and
    threat data to calculate a realistic risk score for the product in question.</jats:p>
author:
- first_name: Jan-Niclas
  full_name: Strüwer, Jan-Niclas
  last_name: Strüwer
- first_name: Roman
  full_name: Trentinaglia, Roman
  last_name: Trentinaglia
- first_name: Benedict
  full_name: Wohlers, Benedict
  last_name: Wohlers
- first_name: Eric
  full_name: Bodden, Eric
  id: '59256'
  last_name: Bodden
  orcid: 0000-0003-3470-3647
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
citation:
  ama: 'Strüwer J-N, Trentinaglia R, Wohlers B, Bodden E, Dumitrescu R. Assessing
    and Communicating Software Security: Enhancing Software Product Health with Architectural
    Threat Analysis. In: <i>AHFE International</i>. Vol 168. AHFE International; 2025.
    doi:<a href="https://doi.org/10.54941/ahfe1006145">10.54941/ahfe1006145</a>'
  apa: 'Strüwer, J.-N., Trentinaglia, R., Wohlers, B., Bodden, E., &#38; Dumitrescu,
    R. (2025). Assessing and Communicating Software Security: Enhancing Software Product
    Health with Architectural Threat Analysis. <i>AHFE International</i>, <i>168</i>.
    <a href="https://doi.org/10.54941/ahfe1006145">https://doi.org/10.54941/ahfe1006145</a>'
  bibtex: '@inproceedings{Strüwer_Trentinaglia_Wohlers_Bodden_Dumitrescu_2025, title={Assessing
    and Communicating Software Security: Enhancing Software Product Health with Architectural
    Threat Analysis}, volume={168}, DOI={<a href="https://doi.org/10.54941/ahfe1006145">10.54941/ahfe1006145</a>},
    booktitle={AHFE International}, publisher={AHFE International}, author={Strüwer,
    Jan-Niclas and Trentinaglia, Roman and Wohlers, Benedict and Bodden, Eric and
    Dumitrescu, Roman}, year={2025} }'
  chicago: 'Strüwer, Jan-Niclas, Roman Trentinaglia, Benedict Wohlers, Eric Bodden,
    and Roman Dumitrescu. “Assessing and Communicating Software Security: Enhancing
    Software Product Health with Architectural Threat Analysis.” In <i>AHFE International</i>,
    Vol. 168. AHFE International, 2025. <a href="https://doi.org/10.54941/ahfe1006145">https://doi.org/10.54941/ahfe1006145</a>.'
  ieee: 'J.-N. Strüwer, R. Trentinaglia, B. Wohlers, E. Bodden, and R. Dumitrescu,
    “Assessing and Communicating Software Security: Enhancing Software Product Health
    with Architectural Threat Analysis,” in <i>AHFE International</i>, 2025, vol.
    168, doi: <a href="https://doi.org/10.54941/ahfe1006145">10.54941/ahfe1006145</a>.'
  mla: 'Strüwer, Jan-Niclas, et al. “Assessing and Communicating Software Security:
    Enhancing Software Product Health with Architectural Threat Analysis.” <i>AHFE
    International</i>, vol. 168, AHFE International, 2025, doi:<a href="https://doi.org/10.54941/ahfe1006145">10.54941/ahfe1006145</a>.'
  short: 'J.-N. Strüwer, R. Trentinaglia, B. Wohlers, E. Bodden, R. Dumitrescu, in:
    AHFE International, AHFE International, 2025.'
date_created: 2025-10-24T06:56:54Z
date_updated: 2025-10-24T08:12:16Z
department:
- _id: '563'
doi: 10.54941/ahfe1006145
intvolume: '       168'
language:
- iso: eng
publication: AHFE International
publication_identifier:
  issn:
  - 2771-0718
publication_status: published
publisher: AHFE International
status: public
title: 'Assessing and Communicating Software Security: Enhancing Software Product
  Health with Architectural Threat Analysis'
type: conference
user_id: '15782'
volume: 168
year: '2025'
...
---
_id: '61043'
abstract:
- lang: eng
  text: <jats:p>Dynamic market conditions, technological disruption and social change
    require organizations to continuously adapt and evolve. However, studies on organizational
    change show that the majority of transformations undertaken fail because they
    are characterized by a lack of clarity, overload and ineffective measures. This
    paper shows how a clear structure as a critical success factor can make the chaos
    and challenges of a transformation manageable.  The focus here is on a practice-oriented
    framework that divides a transformation into nine essential building blocks with
    activities that are critical to success. The structure of the framework is understood
    as a flexible organizing principle for a transformation without hindering creativity
    and dynamics. Case studies show the adaptability and applicability of the framework
    to different characteristics and dimensions of transformation. The transformation
    framework provides an operative structure and enables transformation managers
    for transparent orchestration and implementation of transformation.</jats:p>
author:
- first_name: Iris
  full_name: Gräßler, Iris
  id: '47565'
  last_name: Gräßler
  orcid: 0000-0001-5765-971X
- first_name: Benedikt
  full_name: Grewe, Benedikt
  id: '52359'
  last_name: Grewe
- first_name: Marc
  full_name: Fritzen, Marc
  last_name: Fritzen
citation:
  ama: 'Gräßler I, Grewe B, Fritzen M. The importance of structure in transformation
    chaos: A Transformation Framework. In: <i>AHFE International</i>. Vol 198. AHFE
    International; 2025. doi:<a href="https://doi.org/10.54941/ahfe1006790">10.54941/ahfe1006790</a>'
  apa: 'Gräßler, I., Grewe, B., &#38; Fritzen, M. (2025). The importance of structure
    in transformation chaos: A Transformation Framework. <i>AHFE International</i>,
    <i>198</i>. <a href="https://doi.org/10.54941/ahfe1006790">https://doi.org/10.54941/ahfe1006790</a>'
  bibtex: '@inproceedings{Gräßler_Grewe_Fritzen_2025, title={The importance of structure
    in transformation chaos: A Transformation Framework}, volume={198}, DOI={<a href="https://doi.org/10.54941/ahfe1006790">10.54941/ahfe1006790</a>},
    booktitle={AHFE International}, publisher={AHFE International}, author={Gräßler,
    Iris and Grewe, Benedikt and Fritzen, Marc}, year={2025} }'
  chicago: 'Gräßler, Iris, Benedikt Grewe, and Marc Fritzen. “The Importance of Structure
    in Transformation Chaos: A Transformation Framework.” In <i>AHFE International</i>,
    Vol. 198. AHFE International, 2025. <a href="https://doi.org/10.54941/ahfe1006790">https://doi.org/10.54941/ahfe1006790</a>.'
  ieee: 'I. Gräßler, B. Grewe, and M. Fritzen, “The importance of structure in transformation
    chaos: A Transformation Framework,” in <i>AHFE International</i>, Pula, Croatia,
    2025, vol. 198, doi: <a href="https://doi.org/10.54941/ahfe1006790">10.54941/ahfe1006790</a>.'
  mla: 'Gräßler, Iris, et al. “The Importance of Structure in Transformation Chaos:
    A Transformation Framework.” <i>AHFE International</i>, vol. 198, AHFE International,
    2025, doi:<a href="https://doi.org/10.54941/ahfe1006790">10.54941/ahfe1006790</a>.'
  short: 'I. Gräßler, B. Grewe, M. Fritzen, in: AHFE International, AHFE International,
    2025.'
conference:
  end_date: 2025-09-24
  location: Pula, Croatia
  name: '7th International Conference on Human Systems Engineering and Design: Future
    Trends and Applications'
  start_date: 2025-09-22
date_created: 2025-08-28T08:06:41Z
date_updated: 2025-11-11T06:10:27Z
department:
- _id: '152'
doi: 10.54941/ahfe1006790
intvolume: '       198'
language:
- iso: eng
publication: AHFE International
publication_identifier:
  issn:
  - 2771-0718
publication_status: published
publisher: AHFE International
quality_controlled: '1'
status: public
title: 'The importance of structure in transformation chaos: A Transformation Framework'
type: conference
user_id: '52359'
volume: 198
year: '2025'
...
---
_id: '62181'
abstract:
- lang: eng
  text: <jats:p>This research investigates how Artificial Intelligence (AI) can be
    systematically integrated into existing business processes by combining suitable
    competencies with graphical AI workflow modelling. While AI offers a high potential
    for automation and increased efficiency, its implementation often fails due to
    a lack of interdisciplinary competencies that bridge the gap between domain expertise
    and IT know-how. Low-code platforms and visual modelling tools are increasingly
    recognised as enablers, empowering non-programmers to intuitively create graphical
    AI- based workflows. Nevertheless, specific competencies are required to realise
    the full potential of AI, the domain specific knowledge and align technical understanding
    with AI capabilities. The paper reviews the state of the art in AI-driven business
    process automation and competencies for visual low-code approaches. It then presents
    a practical solution to identify and systematise essential competence areas. Based
    on this, a practical competence model is developed to support the design of user-friendly,
    AI-enabled workflows. This is tested in a practical application context — emergency
    management — where it supports critical decision-making processes and is validated
    through expert feedback. The study concludes by offering actionable recommendations
    to help organisations foster the necessary competencies and methods for competently
    integrating AI into their digital processes.</jats:p>
author:
- first_name: Iris
  full_name: Gräßler, Iris
  id: '47565'
  last_name: Gräßler
  orcid: 0000-0001-5765-971X
- first_name: Deniz
  full_name: Özcan, Deniz
  id: '58595'
  last_name: Özcan
citation:
  ama: 'Gräßler I, Özcan D. Graphical AI workflow modelling: Identifying relevant
    competencies in AI-based automation of business processes. In: <i>AHFE International</i>.
    Vol 198. AHFE International; 2025. doi:<a href="https://doi.org/10.54941/ahfe1006785">10.54941/ahfe1006785</a>'
  apa: 'Gräßler, I., &#38; Özcan, D. (2025). Graphical AI workflow modelling: Identifying
    relevant competencies in AI-based automation of business processes. <i>AHFE International</i>,
    <i>198</i>. <a href="https://doi.org/10.54941/ahfe1006785">https://doi.org/10.54941/ahfe1006785</a>'
  bibtex: '@inproceedings{Gräßler_Özcan_2025, title={Graphical AI workflow modelling:
    Identifying relevant competencies in AI-based automation of business processes},
    volume={198}, DOI={<a href="https://doi.org/10.54941/ahfe1006785">10.54941/ahfe1006785</a>},
    booktitle={AHFE International}, publisher={AHFE International}, author={Gräßler,
    Iris and Özcan, Deniz}, year={2025} }'
  chicago: 'Gräßler, Iris, and Deniz Özcan. “Graphical AI Workflow Modelling: Identifying
    Relevant Competencies in AI-Based Automation of Business Processes.” In <i>AHFE
    International</i>, Vol. 198. AHFE International, 2025. <a href="https://doi.org/10.54941/ahfe1006785">https://doi.org/10.54941/ahfe1006785</a>.'
  ieee: 'I. Gräßler and D. Özcan, “Graphical AI workflow modelling: Identifying relevant
    competencies in AI-based automation of business processes,” in <i>AHFE International</i>,
    Split, 2025, vol. 198, doi: <a href="https://doi.org/10.54941/ahfe1006785">10.54941/ahfe1006785</a>.'
  mla: 'Gräßler, Iris, and Deniz Özcan. “Graphical AI Workflow Modelling: Identifying
    Relevant Competencies in AI-Based Automation of Business Processes.” <i>AHFE International</i>,
    vol. 198, AHFE International, 2025, doi:<a href="https://doi.org/10.54941/ahfe1006785">10.54941/ahfe1006785</a>.'
  short: 'I. Gräßler, D. Özcan, in: AHFE International, AHFE International, 2025.'
conference:
  end_date: 2025-09-24
  location: Split
  name: '7th International Conference on Human Systems Engineering and Design: Future
    Trends and Applications (IHSED 2025)'
  start_date: 2025-09-22
date_created: 2025-11-13T16:37:59Z
date_updated: 2025-11-13T16:41:39Z
department:
- _id: '43'
- _id: '9'
- _id: '26'
- _id: '152'
doi: 10.54941/ahfe1006785
intvolume: '       198'
language:
- iso: eng
publication: AHFE International
publication_identifier:
  issn:
  - 2771-0718
publication_status: published
publisher: AHFE International
quality_controlled: '1'
status: public
title: 'Graphical AI workflow modelling: Identifying relevant competencies in AI-based
  automation of business processes'
type: conference
user_id: '58595'
volume: 198
year: '2025'
...
---
_id: '65124'
abstract:
- lang: eng
  text: <jats:p>To remain competitive, companies must continuously adapt their value
    proposition, especially in response to increasing demands for sustainability and
    digitalisation. Small and medium-sized enterprises often struggle to implement
    future-oriented digital business models. The aim is to develop decision support
    to help companies plan ahead and assess their value proposition, with a focus
    on foresighted planning. Based on literature research, expert interviews and the
    analysis of existing solutions, an understanding of “sustainable value” and requirements
    of decision support are defined. Decision support is implemented in a software.
    The main contribution is the setup of functions and content such as a list of
    influence factors, analysing influences and evaluating ideas, control questions
    and support for the implementation of digital business models. Validation through
    expert interviews and workshops in mechanical and plant engineering shows that
    the software supports enterprises in foresighted planning of value proposition
    and the selection of a concept for digital business models. It makes them robust
    towards the variety of future scenarios.</jats:p>
author:
- first_name: Iris
  full_name: Gräßler, Iris
  id: '47565'
  last_name: Gräßler
  orcid: 0000-0001-5765-971X
- first_name: Alena Marie
  full_name: Tusek, Alena Marie
  id: '59370'
  last_name: Tusek
citation:
  ama: 'Gräßler I, Tusek AM. Software-supported decision support for the foresighted
    planning of digital business models. In: <i>AHFE International</i>. Vol 198. AHFE
    International; 2025. doi:<a href="https://doi.org/10.54941/ahfe1006769">10.54941/ahfe1006769</a>'
  apa: Gräßler, I., &#38; Tusek, A. M. (2025). Software-supported decision support
    for the foresighted planning of digital business models. <i>AHFE International</i>,
    <i>198</i>. <a href="https://doi.org/10.54941/ahfe1006769">https://doi.org/10.54941/ahfe1006769</a>
  bibtex: '@inproceedings{Gräßler_Tusek_2025, title={Software-supported decision support
    for the foresighted planning of digital business models}, volume={198}, DOI={<a
    href="https://doi.org/10.54941/ahfe1006769">10.54941/ahfe1006769</a>}, booktitle={AHFE
    International}, publisher={AHFE International}, author={Gräßler, Iris and Tusek,
    Alena Marie}, year={2025} }'
  chicago: Gräßler, Iris, and Alena Marie Tusek. “Software-Supported Decision Support
    for the Foresighted Planning of Digital Business Models.” In <i>AHFE International</i>,
    Vol. 198. AHFE International, 2025. <a href="https://doi.org/10.54941/ahfe1006769">https://doi.org/10.54941/ahfe1006769</a>.
  ieee: 'I. Gräßler and A. M. Tusek, “Software-supported decision support for the
    foresighted planning of digital business models,” in <i>AHFE International</i>,
    2025, vol. 198, doi: <a href="https://doi.org/10.54941/ahfe1006769">10.54941/ahfe1006769</a>.'
  mla: Gräßler, Iris, and Alena Marie Tusek. “Software-Supported Decision Support
    for the Foresighted Planning of Digital Business Models.” <i>AHFE International</i>,
    vol. 198, AHFE International, 2025, doi:<a href="https://doi.org/10.54941/ahfe1006769">10.54941/ahfe1006769</a>.
  short: 'I. Gräßler, A.M. Tusek, in: AHFE International, AHFE International, 2025.'
date_created: 2026-03-25T10:47:04Z
date_updated: 2026-03-25T10:49:02Z
department:
- _id: '152'
doi: 10.54941/ahfe1006769
intvolume: '       198'
language:
- iso: eng
publication: AHFE International
publication_identifier:
  issn:
  - 2771-0718
publication_status: published
publisher: AHFE International
quality_controlled: '1'
status: public
title: Software-supported decision support for the foresighted planning of digital
  business models
type: conference
user_id: '5905'
volume: 198
year: '2025'
...
---
_id: '56670'
abstract:
- lang: eng
  text: <jats:p>Systems Engineering is becoming increasingly important in the engineering
    of complex technical systems. Its introduction is forcing companies to undertake
    major transformation initiatives. As established change management approaches
    show, the corporate culture is an important key criterion for success of transformation.
    Therefore, when introducing Systems Engineering into an organization, transformation
    initiatives must be tailored to an existing corporate culture or the corporate
    culture itself must be changed in order to enable Systems Engineering. In literature
    and in industrial practice, different approaches for assessment of corporate culture
    exist. Within this research, a systematic literature review on methods and models
    for corporate culture assessment is conducted. Core elements are collected and
    combined with the fundamentals and success factors of Systems Engineering to develop
    a model for corporate culture assessment. The developed model is applied to the
    industrial practice of an ongoing Systems Engineering transformation of a large
    car manufacturer. The results of the assessment are compared with the emerging
    project challenges. Based on this model and its supporting tool and templates,
    organizations and transformation leaders are enabled to rapidly obtain an orientation
    of hindering or supporting currently established cultural aspects with regard
    to Systems Engineering transformation and to provide a decision basis for further
    measures.</jats:p>
author:
- first_name: Iris
  full_name: Graessler, Iris
  last_name: Graessler
- first_name: Benedikt
  full_name: Grewe, Benedikt
  last_name: Grewe
citation:
  ama: 'Graessler I, Grewe B. Importance of cultural change in Systems Engineering
    Transformation: A model for cultural assessment. In: <i>AHFE International</i>.
    Vol 158. AHFE International; 2024. doi:<a href="https://doi.org/10.54941/ahfe1005551">10.54941/ahfe1005551</a>'
  apa: 'Graessler, I., &#38; Grewe, B. (2024). Importance of cultural change in Systems
    Engineering Transformation: A model for cultural assessment. <i>AHFE International</i>,
    <i>158</i>. <a href="https://doi.org/10.54941/ahfe1005551">https://doi.org/10.54941/ahfe1005551</a>'
  bibtex: '@inproceedings{Graessler_Grewe_2024, title={Importance of cultural change
    in Systems Engineering Transformation: A model for cultural assessment}, volume={158},
    DOI={<a href="https://doi.org/10.54941/ahfe1005551">10.54941/ahfe1005551</a>},
    booktitle={AHFE International}, publisher={AHFE International}, author={Graessler,
    Iris and Grewe, Benedikt}, year={2024} }'
  chicago: 'Graessler, Iris, and Benedikt Grewe. “Importance of Cultural Change in
    Systems Engineering Transformation: A Model for Cultural Assessment.” In <i>AHFE
    International</i>, Vol. 158. AHFE International, 2024. <a href="https://doi.org/10.54941/ahfe1005551">https://doi.org/10.54941/ahfe1005551</a>.'
  ieee: 'I. Graessler and B. Grewe, “Importance of cultural change in Systems Engineering
    Transformation: A model for cultural assessment,” in <i>AHFE International</i>,
    2024, vol. 158, doi: <a href="https://doi.org/10.54941/ahfe1005551">10.54941/ahfe1005551</a>.'
  mla: 'Graessler, Iris, and Benedikt Grewe. “Importance of Cultural Change in Systems
    Engineering Transformation: A Model for Cultural Assessment.” <i>AHFE International</i>,
    vol. 158, AHFE International, 2024, doi:<a href="https://doi.org/10.54941/ahfe1005551">10.54941/ahfe1005551</a>.'
  short: 'I. Graessler, B. Grewe, in: AHFE International, AHFE International, 2024.'
date_created: 2024-10-17T15:13:46Z
date_updated: 2025-11-11T06:11:50Z
department:
- _id: '152'
doi: 10.54941/ahfe1005551
intvolume: '       158'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://openaccess.cms-conferences.org/publications/book/978-1-964867-34-2/article/978-1-964867-34-2_28
oa: '1'
publication: AHFE International
publication_identifier:
  issn:
  - 2771-0718
publication_status: published
publisher: AHFE International
quality_controlled: '1'
status: public
title: 'Importance of cultural change in Systems Engineering Transformation: A model
  for cultural assessment'
type: conference
user_id: '52359'
volume: 158
year: '2024'
...
---
_id: '54286'
abstract:
- lang: eng
  text: <jats:p>The integration of Artificial Intelligence (AI) techniques into various
    domains has revolutionized numerous industries, and Supply Chain Management (SCM)
    is no exception. This paper addresses the challenges encountered in SCM and the
    development of AI solutions within this context. Specifically, we focus on the
    application of AI in optimizing supply chain planning tasks. This includes forecasting
    demand, availability and feasibility checks for customer orders, supply chain
    network design and information flow inside the supply chain planning processes.  However,
    the successful implementation of AI in SCM requires a deep understanding of both
    the domain-specific challenges and the capabilities and limitations of AI technologies.
    Thus, this paper proposes an overarching approach that facilitates collaboration
    between domain experts in SCM and AI experts, enabling them to jointly develop
    effective solutions.The paper begins by outlining the key challenges faced by
    SCM professionals, including demand volatility, complexities in inventory management,
    and dynamic market conditions. Subsequently, it delves into the challenges associated
    with developing AI solutions for SCM, including data quality, interpretability,
    and model transparency. To address these challenges, the proposed approach promotes
    close collaboration and knowledge exchange between SCM and AI experts. By leveraging
    the domain knowledge and experience of SCM experts, AI experts  can better understand
    the special issues of SCM processes and tailor AI techniques to suit specific
    needs. In turn, SCM experts can gain insights into the capabilities and limitations
    of AI, allowing them to make informed decisions regarding the adoption and integration
    of AI in their supply chain planning operations. Furthermore, the paper discusses
    the importance of establishing a multidisciplinary team comprising experts from
    the fields of SCM, AI, and IT.   This team-based approach fosters a holistic understanding
    of SCM challenges and ensures the development of AI solutions that align with
    business goals and practical constraints.In conclusion, this paper highlights
    the challenges in combining SCM and AI and proposes a collaborative approach to
    address these challenges effectively. By leveraging the expertise of both domain
    and AI experts, organizations can develop tailored AI solutions that enhance supply
    chain planning, improve decision-making processes, and drive competitive advantage.
    The proposed approach contributes to the successful integration of AI in SCM,
    ultimately leading to more efficient and resilient supply chains in the era of
    artificial intelligence.</jats:p>
author:
- first_name: Jonas
  full_name: Lick, Jonas
  last_name: Lick
- first_name: Benedict
  full_name: Wohlers, Benedict
  last_name: Wohlers
- first_name: Philipp
  full_name: Sahrhage, Philipp
  last_name: Sahrhage
- first_name: Felix
  full_name: Schreckenberg, Felix
  last_name: Schreckenberg
- first_name: Susanne
  full_name: Klöckner, Susanne
  last_name: Klöckner
- first_name: Sebastian
  full_name: Von Enzberg, Sebastian
  last_name: Von Enzberg
- first_name: Arno
  full_name: Kühn, Arno
  last_name: Kühn
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
citation:
  ama: 'Lick J, Wohlers B, Sahrhage P, et al. Integrating Domain Expertise and Artificial
    Intelligence for Effective Supply Chain Management Planning Tasks: A Collaborative
    Approach. In: <i>Artificial Intelligence, Social Computing and Wearable Technologies</i>.
    AHFE International; 2023. doi:<a href="https://doi.org/10.54941/ahfe1004185">10.54941/ahfe1004185</a>'
  apa: 'Lick, J., Wohlers, B., Sahrhage, P., Schreckenberg, F., Klöckner, S., Von
    Enzberg, S., Kühn, A., &#38; Dumitrescu, R. (2023). Integrating Domain Expertise
    and Artificial Intelligence for Effective Supply Chain Management Planning Tasks:
    A Collaborative Approach. <i>Artificial Intelligence, Social Computing and Wearable
    Technologies</i>. <a href="https://doi.org/10.54941/ahfe1004185">https://doi.org/10.54941/ahfe1004185</a>'
  bibtex: '@inproceedings{Lick_Wohlers_Sahrhage_Schreckenberg_Klöckner_Von Enzberg_Kühn_Dumitrescu_2023,
    title={Integrating Domain Expertise and Artificial Intelligence for Effective
    Supply Chain Management Planning Tasks: A Collaborative Approach}, DOI={<a href="https://doi.org/10.54941/ahfe1004185">10.54941/ahfe1004185</a>},
    booktitle={Artificial Intelligence, Social Computing and Wearable Technologies},
    publisher={AHFE International}, author={Lick, Jonas and Wohlers, Benedict and
    Sahrhage, Philipp and Schreckenberg, Felix and Klöckner, Susanne and Von Enzberg,
    Sebastian and Kühn, Arno and Dumitrescu, Roman}, year={2023} }'
  chicago: 'Lick, Jonas, Benedict Wohlers, Philipp Sahrhage, Felix Schreckenberg,
    Susanne Klöckner, Sebastian Von Enzberg, Arno Kühn, and Roman Dumitrescu. “Integrating
    Domain Expertise and Artificial Intelligence for Effective Supply Chain Management
    Planning Tasks: A Collaborative Approach.” In <i>Artificial Intelligence, Social
    Computing and Wearable Technologies</i>. AHFE International, 2023. <a href="https://doi.org/10.54941/ahfe1004185">https://doi.org/10.54941/ahfe1004185</a>.'
  ieee: 'J. Lick <i>et al.</i>, “Integrating Domain Expertise and Artificial Intelligence
    for Effective Supply Chain Management Planning Tasks: A Collaborative Approach,”
    2023, doi: <a href="https://doi.org/10.54941/ahfe1004185">10.54941/ahfe1004185</a>.'
  mla: 'Lick, Jonas, et al. “Integrating Domain Expertise and Artificial Intelligence
    for Effective Supply Chain Management Planning Tasks: A Collaborative Approach.”
    <i>Artificial Intelligence, Social Computing and Wearable Technologies</i>, AHFE
    International, 2023, doi:<a href="https://doi.org/10.54941/ahfe1004185">10.54941/ahfe1004185</a>.'
  short: 'J. Lick, B. Wohlers, P. Sahrhage, F. Schreckenberg, S. Klöckner, S. Von
    Enzberg, A. Kühn, R. Dumitrescu, in: Artificial Intelligence, Social Computing
    and Wearable Technologies, AHFE International, 2023.'
date_created: 2024-05-14T10:32:05Z
date_updated: 2024-05-14T10:35:29Z
doi: 10.54941/ahfe1004185
language:
- iso: eng
publication: Artificial Intelligence, Social Computing and Wearable Technologies
publication_identifier:
  issn:
  - 2771-0718
publication_status: published
publisher: AHFE International
status: public
title: 'Integrating Domain Expertise and Artificial Intelligence for Effective Supply
  Chain Management Planning Tasks: A Collaborative Approach'
type: conference
user_id: '102490'
year: '2023'
...
