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AI Effectiveness and Risk Assessment of Investments in High-Risk Start-Ups

„Аз-буки“ от „Аз-буки“
14-06-2024
in Uncategorized
A A

Sotir Ivanov, PhD student,
Dr. Petya Biolcheva, Assoc. Prof.
University of National and World Economy

https://doi.org/10.53656/str2024-3s-2-eff

Abstract. Which business idea or project would be successful? Is it worth investing in it and to what extent? What is the risk level and how can it be mitigated to achieve success? All these questions are relevant to both entrepreneurs and investors, especially when it comes to high-risk start-ups. The purpose of this paper is to present a methodology for intelligent effectiveness and risk assessment (IERA) of investments in high-risk start-ups, with a focus on space industries. Such an assessment is challenging for several reasons, including the lack of unified statistics on space industries, evaluation of benefits other than economic ones, long-term development challenges, etc. The developed IERA methodology integrates a combination of various known methods used in the space industries for both investment appraisal and risk assessment. The application of various AI-based tools for methodology criteria, weights, and scores contributes to obtaining realistic values and ensures the success of the analysis results, thereby benefiting the project itself. Thus, the applied IERA methodology can be implemented in real-time, based on a broad knowledge base, with high accuracy, and requiring significantly fewer financial resources. The main advantage of the developed methodology is the assurance it provides to both entrepreneurs and investors, offering them sufficient certainty and confidence.
Keywords: investment attractiveness, investment appraisal, risk assessment, artificial intelligence, start-up

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Default ThumbnailArtificial Intelligence and Its Protection as an Invention Default ThumbnailArtifi cial Intelligence for Good and Bad in Cyber and Information Security Default ThumbnailA Model for Calculating the Indirect Added Value of AI for Business Default ThumbnailChallanges of Using Artificial Intelligence in Management Decision Making
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    • ННП „Oпазване на околната среда и намаляване на риска от неблагоприятни явления и природни бедствия“
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    • Приятели А1 – А2 част 1
    • Fascination: E.T.A. Hoffmann
    • III Национална училищна конференция ,,Споделени педагогически практики в преподаването на природни науки”
    • Да литна високо в небето… / Volare in Alto nel Cielo…
    • ПЛАМЕННИ НАДЕЖДИ
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