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A Multiple Case Study of Artificial Intelligent System Development in Industry

2020

There is a rapidly increasing amount of Artificial Intelligence (AI) systems developed in recent years, with much expectation on its capacity of innovation and business value generation. However, the promised value of AI systems in specific business contexts might not be understood, and further integrated into the development processes. We wanted to understand how software engineering processes and practices can be applied to develop AI systems in a fast-faced, business-driven manner. As the first step, we explored contextual factors of AI development and the connections between AI developments to business opportunities. We conducted 12 semi-structured interviews in seven companies in Brazi…

Value (ethics)AI business patternComputer scienceBusiness opportunityohjelmistotuotanto02 engineering and technologytekoälyGeneralLiterature_MISCELLANEOUSSoutheast asia020204 information systems0202 electrical engineering electronic engineering information engineeringSystem developmentbusiness.industrySEMATSoftware developmentartificial intelligent system020207 software engineeringBusiness valueComputingMethodologies_PATTERNRECOGNITIONbusiness opportunitysoftware developmentMultiple caseArtificial intelligenceohjelmistoliiketoimintabusinessohjelmistokehitysPivotAi systemssoftware engineering
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