Yard of Ale is a large-scale brewery in Sri Lanka and well establish company control 20% market share of beer market which is the 2nd biggest market share from entire beer market. The company have automated production line include mills, Brewhouse and bottling plant and each control by separate embedded software system not allowed to access operational data stores but can be configured to generate CSV or excel operational data file at the end of each batch. The company consists of multiple departments responsible for each operations of the organization such as Production, Engineering, HR/Legal, finance, Sales and marketing, Procurement, Administration, Quality control, Research and development, IT and each and every department have its own operational systems to record keeping purposes and each operational application software developed by professionally. Each department manages by a department manager. For an example, production department manages by the production manager and he is responsible for manage all production related operations in sub departments. Mills ,Brewhouse ,Bottling plant, raw material and finish products stores and each sub department managed by operational manager. This hierarchical configuration replicates throughout most of the department. Upper management of brewery required to consolidate all these data in to one data warehouse with the data contain in the legacy system as well. Other than that upper management required to incorporate every external data about company and products from various data collection and research agencies the business intelligent system. Those external data available as JSON/XML data files, plain text reports, social media comments/posts and all negative and positive online comments about organization and products. Upper management of company believe more you know about organization and the external environment you have better completive advantage. Have potential to control bigger market share and effectively become number 1 beer in Sri Lanka Perplexity Yard of Ale is a large-scale brewery in Sri Lanka that controls 20% of the beer market, making it the second-largest market share in the country. The company has an automated production line that includes mills, Brewhouse, and bottling plant, and each is controlled by a separate embedded software system that is not allowed to access operational data stores but can be configured to generate CSV or Excel operational data files at the end of each batch. The company consists of multiple departments responsible for each operation of the organization, such as Production, Engineering, HR/Legal, Finance, Sales and Marketing, Procurement, Administration, Quality Control, Research and Development, and IT. Each department is managed by a department manager, and each operational application software is developed professionally. The upper management of the brewery requires consolidating all these data into one data warehouse with the data contained in the legacy system as well. The upper management also requires incorporating every external data about the company and products from various data collection and research agencies into the business intelligent system. These external data are available as JSON/XML data files, plain text reports, social media comments/posts, and all negative and positive online comments about the organization and products. The upper management of the company believes that the more they know about the organization and the external environment, the better competitive advantage they will have, which has the potential to control a bigger market share and effectively become the number one beer in Sri Lanka