Challenges in Implementation and Cost Benefit Analysis of AI and BI Proposals
DOI:
https://doi.org/10.33516/maj.v54i12.83-86pKeywords:
No Keywords.Abstract
Industry 4.0 revolution is aimed towards bringing in higher transparency, flexibility and adaptability of business systems. The need is felt by all businesses for evaluation of AI and BI proposals which are suitable for current and future business needs. However there are practical difficulties in terms of proper identification of business need, integration with existing system, reliable vendor’s selection etc. Moreover, capex evaluation via traditional Management account tools is a challenge as monetary value cannot be assigned to intangible benefits and costs. Management needs to select appropriate BI tool supported by AI, keeping in mind possible increase in data volumes, market trends and end customer behavioural pattern in near future.Downloads
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References
Stephan Weyer, Mathias Schmitt, Moritz Ohmer, Dominic Gorecky (2015), IFAC Research paper; Towards Industry 4.0-Standardization as the crucial challenge for highly modular, multi-vendor production systems
Julian Ereth and Wayne Eckerson (2018); Eckerson Research paper; AI: The New BI How Algorithms Are Transforming Business Intelligence and Analytics.
Deloitte Research Paper; (Jan2019) How leaders are navigating the Fourth Industrial Revolution.
Analytics India Magazine, (Oct 2016); Why newage Business Intelligence systems are better than traditional MIS.
Links
https://flylib.com/books/en/4.49.1.28/1/
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https://www.gooddata.com/blog/artificial-intelligence-future-business-intelligence
https://blog.adext.com/artificial-intelligence-new-business-intelligence/
https://www.denave.com/bi-cost-analysis-for-your-business-why-does-it-matter-so-much/