Towards AI Dashboards in Financial Services: Design and Implementation of an AI Development Dashboard for Credit Assessment
Mustafa Pamuk,
Matthias Schumann
Abstract:Financial institutions are increasingly turning to artificial intelligence (AI) to improve their decision-making processes and gain a competitive edge. Due to the iterative process of AI development, it is mandatory to have a structured process in place, from the design to the deployment of AI-based services in the finance industry. This process must include the required validation and coordination with regulatory authorities. An appropriate dashboard can help to shape and structure the process of model develo… Show more
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