The study gave insight into the niceties and technicalities of forecasting as a tool for business decision making for the attainment of the objective of profit maximization in business organizations. In adoption of a conceptual and exploratory research design, a review of available literature on the major types of forecasting used by business organizations as a precursor for planning and business development such as economic and finance forecasting, market demand forecasting and some recent types of forecasting including energy forecasting, manpower forecasting, flood forecasting, and technological forecasting recently imbued into business planning and decision making was reviewed. The study pointed out that the profit objective is the main reason for A highlight of the significance of forecasting in business organizations including identification of new strategies and innovation, streamlining of operations and resources coordination for enhanced profitability was buttressed. The study finally concluded by making recommendation for business to adopt affordable, cloud-based forecasting tools with machine learning and probabilistic outputs, starting with inventory, procurement, and pricing where errors are costliest. Building internal capability through training in data interpretation and scenario planning is essential, as technology alone does not reduce uncertainty, in developing economies marked by high volatility, businesses should institutionalize integrated forecasting that fuses internal data; sales, cash flow, capacity with external forecasts of FX, inflation, climate, and policy shifts to align operations with market reality.
The literature suggests that business analytics has evolved from a reporting tool into a strategic capability that supports evidence-based financial management, and organizations are likely to achieve greater value from business analytics when technological capabilities are combined with managerial expertise, sound gov...
Rohit R. Khot, Manoj Kumar, Shashank S. Channayyanavar· 0 citations
- In today's competitive business environment, organizations need reliable methods to analyze historical data and predict future business conditions. Accurate forecasting can help organizations understand changes in sales, demand, revenue, and other important business indicators. However, business data often contains f...
Gade Pratima Abhijeet, Shivaji Yashvant Pansare, Kolhe Rutuja Annasaheb· Iconic research and engineer...· 0 citations
The current economic environment is characterized by profound volatility and unpredictability, posing significant threats to business survival. For the manufacturing sector, particularly animal feed producers, operations have been severely disrupted by geopolitical and economic shocks. Under these circumstances, tradit...
This paper explores the conceptual framework that integrates economic intelligence, market
research, and policy decision-making within the context of financial services. It highlights the
critical role of economic intelligence in informing policy decisions by analyzing
macroeconomic indicators, financial reports, and g...
Sunday Babalola Ayodele· International Journal of Eco...· 0 citations
The correct and timely prediction of the prices of onions in agricultural markets like Kurnool APMC, Andhra Pradesh is necessary not just to avoid losses to the farmers, but also to make sound decisions regarding storing and selling of crops. The historical prices of onion markets available in government market reposit...
K. G. Reddy, P. R. Devi, M. Sankar· International Workshop on Ar...· 0 citations
The article examines the theoretical, methodological, and conceptual foundations of forecasting and assessing the rationality of financial decisions made by business entities under conditions of economic uncertainty. The relevance of the study is determined by the increasing instability of the economic environment and...
Yaroslava Moskviak· MODELING THE DEVELOPMENT OF...· 0 citations
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