Publication2026
Analyzing the Impact of Artificial Intelligence on UPI Adoption and Start-Up Growth: A Study of Transaction Efficiency and Consumer Behaviour
The record
- Type
- Publication
- Date
- 1 January 2026
- Level
- National
- Journal
- AI Driven Entrepreneurship Strategies for Financial Success in Startups and Economies
- Pages
- 27-71
- Published
- 1 January 2026
- DOI
- 10.2174/97988988129731260101_05
- Scopus ID
- 105040331602
- Authors
- 4
- Open access
- No
- Citations
- 0
- International co-authorship
- No
- Co-author countries
- IN
Classification
Every label below carries the reasoning it was assigned on, the confidence band it was assigned in, and what produced it. The rubric is published.
UN Sustainable Development Goals
8 Promote sustained, inclusive and sustainable economic growth, full and productive employment and decent work for all
AI optimization of UPI payment systems directly improves transaction efficiency, system reliability and fraud detection for startup growth and financial service expansion.
- High confidence
- The subject matter is a strong and direct inference from the record type, the funding or organising body, or the programme context, even where the title alone is thin. Example: an ICMR-funded project against SDG 3, on the strength of the agency.
- Judged
- Judged against the published classification rubric, under the rubric and prompt versions recorded with the run that produced it.
- Produced by
- claude-haiku-4-5-20251001, under kortex-publication-v1
9.5 Enhance scientific research, upgrade technological capabilities, and increase researchers and R&D spending
Advanced machine learning and AI-driven innovation in fintech systems represent research and innovation capacity in digital financial technology.
- Produced by
- claude-haiku-4-5-20251001, under kortex-publication-v1
Viksit Bharat @2047
vb-2.3 Services and the knowledge economy
AI-powered financial services and fintech innovation exemplify knowledge economy development through digital payment transformation.
- Produced by
- claude-haiku-4-5-20251001, under kortex-publication-v1
Each label above carries the instrument and the version that produced it. How each classification is reached.
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- Source rows resolved into this record
- 1
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Citing this record
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KIIT Deemed to be University. “Analyzing the Impact of Artificial Intelligence on UPI Adoption and Start-Up Growth: A Study of Transaction Efficiency and Consumer Behaviour”. Kortex.