EMPOWERING STARTUP COMPANIES WITH ARTIFICIAL INTELLIGENCE TECHNOLOGY
DOI:
https://doi.org/10.35794/jmbi.v12i1.60511Abstract
Startup companies have emerged as a crucial pillar of Indonesia's economy, owing to their ability to rapidly adapt to various situations and their role in attracting foreign investment. Currently, the number of startups in Indonesia ranks among the top six globally and contributes approximately 10% to the country's Gross Domestic Product (GDP). Nevertheless, the number of companies that have achieved unicorn and decacorn status still lags significantly behind neighboring countries such as Singapore and India. To enhance investor interest in startups, it is essential to highlight various aspects that startups offer in comparison to competitors, including products or services, market opportunities, growth potential, business models, and innovations. In this context, many startups are leveraging Artificial Intelligence (AI) technology to improve their business performance. This research aims to analyze the functions and advantages of utilizing AI within the startup ecosystem, as well as its impact on enhancing attractiveness and business performance, thereby drawing greater attention from investors. This study employs a literature review method, with the expectation that the findings will provide insights into the use of AI for empowering startups in enhancing their business performance.
Keywords : Startup, Artificial Intelligence, Business Performance
References
Adewumi, A., Ewim, S. E., Sam-Bulya, N. J., & Ajani, O. B. (2024). Advancing business performance through data-driven process automation: A case study of digital transformation in the banking sector. International Journal of Multidisciplinary Research Updates, 8(02).
Ahmad, M. I. S., Idrus, M. I., Rijal, S., & Satiadharma, M. (2023). Peran Inovasi dalam Keberhasilan Kewirausahaan: Studi Kasus tentang Startup Berkembang Pesat di Industri Teknologi. Jurnal Ekonomi dan Kewirausahaan West Science, 1(03), 153-162.
Amadasun, D. O. E., & Mutezo, A. T. (2022). Influence of access to finance on the competitive growth of SMEs in Lesotho. Journal of Innovation and Entrepreneurship, 11(1), 1–20.
Aminova, M., & Marchi, E. (2021). The role of innovation on start-up failure vs. its success. International Journal of Business Ethics and Governance, 41-72.
Bărbulescu, O., Tecău, A. S., Munteanu, D., & Constantin, C. P. (2021). Innovation of startups, the key to unlocking post-crisis sustainable growth in Romanian entrepreneurial ecosystem. Sustainability, 13(2), 671.
Devagiri, J. S., Paheding, S., Niyaz, Q., Yang, X., & Smith, S. (2022). Augmented Reality and Artificial Intelligence in industry: Trends, tools, and future challenges. Expert Systems with Applications, 207, 118002.
Dumas, M., Fournier, F., Limonad, L., Marrella, A., Montali, M., Rehse, J. R., ... & Weber, I. (2023). AI-augmented business process management systems: a research manifesto. ACM Transactions on Management Information Systems, 14(1), 1-19.
Dyvik, E (2023) Main Reasons for start-ups going bankrupt globally 2022, Statiska https://www.statista.com/statistics/1271464/start-up-failure-reasons/
Hadi, M., Ambarwati, R. D., & Haniyah, R. (2021). Pengaruh Return on Asset, Return on Equity, Net Interest Margin, Net Profit Margin, Earning per Share dan Net Income terhadap Stock Price Sektor Perbankan Tahun 2016-2020. JMBI UNSRAT (Jurnal Ilmiah Manajemen Bisnis Dan Inovasi Universitas Sam Ratulangi)., 8(3). https://doi.org/10.35794/jmbi.v8i3.36743
Füller, J., Hutter, K., Wahl, J., Bilgram, V., & Tekic, Z. (2022). How AI revolutionizes innovation management–Perceptions and implementation preferences of AI-based innovators. Technological Forecasting and Social Change, 178, 121598.
Guckenbiehl, P., & Corral de Zubielqui, G. (2022). Start-ups’ business model changes during the COVID-19 pandemic: Counteracting adversities and pursuing opportunities. International small business journal, 40(2), 150-177.
Jan, Z., Ahamed, F., Mayer, W., Patel, N., Grossmann, G., Stumptner, M., & Kuusk, A. (2023). Artificial intelligence for industry 4.0: Systematic review of applications, challenges, and opportunities. Expert Systems with Applications, 216, 119456.
Karina, Dhiyaah, et al. "Pengaruh Perusahaan Startup Terhadap Pertumbuhan Ekonomi Indonesia Selama Pandemi Covid-19." Berajah Journal, vol. 2, no. 1, Feb. 2022, pp. 156-166, doi:10.47353/bj.v2i1.69.
Kominfo (2023). Ekonomi Digital Indonesia Tetap 'Ngacir'. https://www.komdigi.go.id/berita/artikel/detail/ekonomi-digital-indonesia-tetap-ngacir
Lakshmipriyanka, A., Harihararao, M., Prasanna, M., & Deepika (2023). A Study on Artificial Intelligence in Marketing. International Journal For Multidisciplinary Research, 5(3) doi: 10.36948/ijfmr.2023.v05i03.3789
Lehmacher, W. (2021). Digitizing and automating processes in logistics. Disrupting Logistics: Startups, Technologies, and Investors Building Future Supply Chains, 9-27.
Marcon, A., & Ribeiro, J. L. D. (2021). How do startups manage external resources in innovation ecosystems? A resource perspective of startups’ lifecycle. Technological Forecasting and Social Change, 171, 120965.
Martins, M. M. R. (2024). Startup Guide to AI: Integrating Technology for Business Success. Valley International Journal Digital Library, 1264-1274.
Pramana, A., Dalimunthe, Z., Gandakusuma, I., & Rizkianto, E. (2020). Evaluation Criteria of High-Flyer Tech Startup Investments by Venture Capital Firms in Indonesia. In Soliman, KS. (eds) The Proceeding of the the 35th IBIMA Conference: Education Excellence and Innovation Management: A 2025 Vision to Sustain Economic Development during Global Challenges, Seville, Spain, April, 1-2 2020, 4054-4062.
Pitoy, R. R., Saerang, I. S., & Tulung, J. E. (2022). Reaksi Pasar Modal Terhadap Disahkannya RUU Cipta Kerja Menjadi Undang-Undang Pada Emiten Perbankan. JMBI UNSRAT (Jurnal Ilmiah Manajemen Bisnis dan Inovasi Universitas Sam Ratulangi)., 9(1)
Rahmadiane, G. D., Kamal, B., Fauzi, A. Z., & Noermansyah, A. L. (2020). Pengembangan Bisnis Startup Untuk Meminimalisir Kegagalan Dalam Berbisnis. Jurnal Vokasi, 4(2), 46-50.
Sarkar, A. A. (2021). Advances in Computational Biosciences Protocols. Genetic Engineering & Biotechnology News, 41(P1), P43-P45.
Sellamuthu, S., Vaddadi, S. A., Venkata, S., Petwal, H., Hosur, R., Mandala, V., ... & singh, J. (2023). AI-based recommendation model for effective decision to maximise ROI. Soft Computing, 1-10.
Sjödin, D., Parida, V., Palmié, M., & Wincent, J. (2021). How AI capabilities enable business model innovation: Scaling AI through co-evolutionary processes and feedback loops. Journal of Business Research, 134, 574-587.
Steck, H., Baltrunas, L., Elahi, E., Liang, D., Raimond, Y., & Basilico, J. (2021). Deep learning for recommender systems: A Netflix case study. AI Magazine, 42(3), 7-18.
Suhartono, E., Sulaeman, M. M., Suprapto, H., & Muhtarom, A. (2024). The Role of Artificial Intelligence (AI) as a Catalyst for Operational Efficiency Transformation and Product Innovation Disruption in the Startup Ecosystem. Technology and Society Perspectives (TACIT), 2(3), 278-284.
Tardaskina,T. (2024). Artificial intelligence in marketing: modern trends and development prospects. Nauka, tehnologìï, ìnnovacìï, 43-49. doi: 10.35668/2520-6524-2024-2-06
Tekic, Z., & Füller, J. (2023). Managing innovation in the era of AI. Technology in Society, 73, 102254.
Temitayo, Oluwadamilola, Adesoga., Omolara, Patricia, Olaiya., Omotoyosi, Qazeem, Obani., Mary-Cynthia, Uchenna, Orji., Chimezirim, Akanu, Orji., O., Olagunju. (2024). Leveraging AI for transformative business development: Strategies for market analysis, customer insights, and competitive intelligence. International Journal of Science and Research Archive, 12(2):799-805. doi: 10.30574/ijsra.2024.12.2.1291
Todorova A, Antonova A. (2023). Smart Marketing Solutions: Applications with Artificial Intelligence to Increase the Effectiveness of Marketing Operations. 1-6. doi: 10.1109/ismsit58785.2023.10304899
Trappey, A. J., Lin, A. P., Hsu, K. Y., Trappey, C. V., & Tu, K. L. (2022). Development of an empathy-centric counseling chatbot system capable of sentimental dialogue analysis. Processes, 10(5), 930.
Wartono, T., Maichal, M., & Apriyanto, A. (2024). Ekonomi Indonesia: Tantangan, Peluang, dan Masa Depan Perekonomian Indonesia 2030. PT. Sonpedia Publishing Indonesia.
Widayanti, R., & Meria, L. (2023). Business modeling innovation using artificial intelligence technology. International Transactions on Education Technology, 1(2), 95-104.
Widyanto, H,A., Dalimunthe, Z. & Triono, R.A. (2019). How venture capital firms evaluate Indonesian start-ups for financing. In Soliman, KS. (eds) The Proceeding of the 33rd International Business Information Management Association Conference, IBIMA 2019: Education Excellence and Innovation Management through Vision 2020, 2019. Granada, Spain, April, 10-11, 2019. pp. 6067–6073.
Wijayanto, G., Rivai, Y., Alvionita, A., Wildah, S. W., & Jushermi, J. (2023). Evaluation of the Effect of Chatbot in Improving Customer Interaction and Satisfaction in Online Marketing in Indonesia. West Science Business and Management, 1(04), 304-310.
Winasis, S., & Dinariyana, A. A. B. (2023). Startup Companies in Post Pandemic Era: Prospect and Preparation for Exponential Growth. Jurnal Ekonomi, 12(02), 1639-1643
Yeva, Telebenieva. (2024). Development perspectives and innovative areas of artificial intelligence application in marketing and pr. Economics & Education, 9(2):26-31. doi: 10.30525/2500-946x/2024-2-4
Yusi, A., Puji, A., & Adesita, N. (2022). Faktor-Faktor Penyebab Kegagalan Berkembangnya Perusahaan Startup: Studi Kasus Perusahaan Makanan dan Minuman di Indonesia. Jurnal Optimalisasi Vol, 8(02).