Veštačka inteligencija kao pokretač preduzetničkog uspeha i globalne lekcije iz novih iskustava: Studija slučaja Poni.ai u Kini
DOI:
https://doi.org/10.46793/Rev25112.001PKljučne reči:
Veštačka inteligencija, preduzetništvo, startapi, autonomna vožnja, Pony.ai, Kina, inovacije, finansiranjeApstrakt
Cilj ovog rada je da ispita pokretačku ulogu veštačke inteligencije (AI) u preduzetničkom uspehu, uzimajući studiju slučaja Pony.ai, koja je jedna od najuspešnijih kineskih kompanija za autonomnu vožnju. Razlozi za uspon Poni.ai istražuju se u rasponu od tehnološkog napretka, pristupa finansiranju, do regulatornog okvira u Kini. Studija se zasniva na klasičnom metodološkom okviru sa istraživanjem finansijskih podataka kompanije predstavljenih u nizu tabela i slika. Dalje, opšti zaključci će biti izvedeni na osnovu Pony.ai primera zajedno sa drugim ilustracijama startupa veštačke inteligencije, navodeći mogućnosti i izazove za preduzetnička preduzeća koja primenjuju tehnologije zasnovane na AI. U radu se dalje zaključuje da AI nije samo tehnički instrument, već i evolutivna sila dovoljno jaka da transformiše čitavu preduzetničku scenu širom sveta.
Reference
P. T. Roundy, “Artificial intelligence and entrepreneurial ecosystems: understanding the implications of algorithmic decision-making for startup communities,” Journal of Ethics in Entrepreneurship and Technology, vol. 2, no. 1, pp. 23-38, 2022.
L. Daojun, W. Haiqin and J. Wang, “Artificial Intelligence and Technological Innovation: Evidence from China’s Strategic Emerging Industries,” Sustainability , vol. 16, no. 6, 2024.
Pony.ai Official Website, “About Us, Technology, Milestones,” [Online]. Available: https://www.pony.ai/.
L. Chen and Y. Wang, “The Impact of Artificial Intelligence on Entrepreneurial Success: A Review,” Journal of Business Innovation, vol. 15, no. 2, pp. 123-140, 2022.
S. J. Russell and P. Norvig, Artificial Intelligence: A Modern Approach, 4th ed., Pearson Education, 2020.
E. Brynjolfsson and A. McAfee, Machine, Platform, Crowd: Harnessing Our Digital Future, W. W. Norton & Company, 2017.
D. Johnson, “AI Adoption and Startup Growth,” Entrepreneurship Review, vol. 8, no. 1, pp. 45-60, 2021.
J. Manyika, M. Chui, M. Miremadi, J. Bughin, K. George, P. Willmott and D. Dewhurst, “Artificial Intelligence: The Next Digital Frontier?,” McKinsey Global Institute, 2017.
China’s State Council, “A New Generation Artificial Intelligence Development Plan,” 2017. [Online]. Available: http://www.gov.cn/zhengce/content/2017- 07/20/content_5211990.htm.
J. Wu and H. Li, “The Rise of AI Startups in China: Drivers and Challenges,” Asian Business Review, vol. 28, no. 3, pp. 210-225, 2020.
P. Gentsch, AI in Marketing, Sales and Service: How Marketers Can Use Artificial Intelligence, Big Data and Bots, Springer, 2019.
KPMG, “Special Report on Autonomous Driving,” 2022.
D. J. Fagnant and K. M. Kockelman, “Preparing a nation for autonomous vehicles: opportunities, barriers and policy recommendations,” Transportation Research Part A: Policy and Practice, vol. 77, pp. 167-181, 2015.
J. W. Creswell and J. D. Creswell, Research design: Qualitative, quantitative, and mixed methods approaches, 5th ed., SAGE Publications, 2017.
R. K. Yin, Case Study Research and Applications: Design and Methods, 6th ed., Sage Publications, 2018.
K. M. Eisenhardt and M. E. Graebner, “Theory building from cases: Opportunities and challenges,” Academy of Management Journal, vol. 50, no. 1, p. 25–32, 2007.
Yahoo Finance, “Pony.ai Financials,” [Online]. Available: https://finance.yahoo.com/quote/PONY/financials/.
Web of Science & Scopus, “Databases for peer-reviewed literature,” 2024. [Online]. Available: https://www.webofscience.com & https://www.scopus.com.
KPMG, “Global AI Industry Trends Report,” 2023.
CB Insights, “AI Startups Market Report,” 2023.
Tracxn, “Startup Analytics Report – Autonomous Vehicles Sector,” 2023.
Pony.ai, “Official Website,” 2024. [Online]. Available: https://www.pony.ai.
Reuters, “Latest news on Pony.ai,” 2024. [Online]. Available: https://www.reuters.com.
J. H. Park, S. J. Kim and S. T. Lee, “AI and Creativity in Entrepreneurship Education: A Systematic Review of LLM Applications,” AI, vol. 6, no. 5, p. 100, 2025.
V. Braun and V. Clarke, “Using thematic analysis in psychology,” Qualitative Research in Psychology, vol. 3, no. 2, p. 77–101, 2006.
J. D. Hunter, “Matplotlib: A 2D graphics environment,” Computing in Science & Engineering, vol. 9, no. 3, p. 90–95, 2007.
W. McKinney, Python for data analysis: Data wrangling with pandas, NumPy, and IPython, O’Reilly Media, 2018.
Yahoo Finance, “Financial data for publicly traded companies,” [Online]. Available: https://finance.yahoo.com.
Crunchbase, “Pony.ai Funding Information,” 2024. [Online]. Available: https://www.crunchbase.com/organization/pony-ai.
Pony AI Inc, “ANNUAL REPORT PURSUANT TO SECTION 13 OR 15(d) OF THE SECURITIES EXCHANGE ACT OF 1934 For the fiscal year ended December 31, 2024,” 2025.
J. Smith and L. Zhang, “Artificial intelligence in customer relationship management: Personalization strategies for startups,” Journal of Digital Marketing and Innovation, vol. 12, no. 3, p. 45–60, 2021.
