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Development Of A Pre-Competitive Business Model For AI-Based Autonomous Technology Scouting

  • Technology management can significantly influence the strategic decisions of a company and thus cause success or failure. Basic templates for technology management are technology radars as well as the determination of the technology readiness level (TRL) to be able to evaluate the maturity of newly deployed technologies (e.g., newcomer vs. established). The radars, as well as the TRL, are identified in time-consuming, manual research by subject matter experts from external consultancies. This process is often repeated due to the further development and new development of technologies so that the necessary research becomes an ongoing task. The TechRad research project, therefore, aims to automate the identification of the TRL as well as technology radars using web crawling and Natural Language Processing (NLP). To commercialize the pre-competitive prototype, the development of a pre-competitive business model is the goal of this paper. Based on customer analyses, a target group definition is created. Based on user interviews, the precompetitive business model will be detailed in a four-step approach using a business model canvas and a value proposition canvas.

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Metadaten
Author:Stefan Leachu, Florian Clemens, Volker StichORCiDGND
URL:https://www.repo.uni-hannover.de/handle/123456789/12261
ISSN:2701-6277
Parent Title (English):Proceedings of the Conference on Production Systems and Logistics (CPSL)
Place of publication:Vancouver
Document Type:Conference Proceeding
Language:English
Date of Publication (online):2022/05/29
Date of first Publication:2022/05/29
Release Date:2022/09/01
Tag:rev
artificial intelligence; autonomous technology scouting; business model; natural language processing; technology scouting; text mining
First Page:612
Last Page:621
FIR-Number:SV7761
place of the conference:Conference on Production Systems and Logistics (CPSL)
Date of the conference:17.5.2022 – 20.5.2022
Institute / Department:FIR e. V. an der RWTH Aachen
Informationsmanagement
Dewey Decimal Classification:6 Technik, Medizin, angewandte Wissenschaften / 65 Management, Öffentlichkeitsarbeit