The Board of Directors may make the strategic decisions about investment and direction of future growth, and managers may make the more tactical decisions about how their own department may contribute most effectively to the overall business objectives. In addition, employees are increasingly expected to make operational decisions about the conduct of their own tasks, responses to customers and improvements to business practice. Data Warehouse and Business Intelligence aim to support better business decision-making. Data Warehouse brings the data from multiple sources to single source of information and establishes the foundation for decision support through Business Intelligence.

The best decisions are made when all the relevant data available is taken into consideration. Most companies need to answer the following question before moving forward to the further step. Is all the information needed to run your business available? Is all information is in the time when it's needed? Is all information is in the form in which it's needed? Is all information is in sufficient detail and with accuracy to base decisions upon?

Nowadays, most companies have accumulated large quantities of data in the organization. Lots and lots of information exist. They are faced with an information crisis not because of lack of sufficient data, but because the available data is not readily usable for strategic decision making. These large quantities of data are very useful and good for running the business operations, but hardly amenable for use in making decisions about business strategies and objectives. Data Warehouse and Business Intelligence solution has played the major role to ensure that business can make the right decision with the information that business exactly needs to support the analysis and decision- making process of a business. Therefore, to implement Data Warehouse and Business Intelligence project successfully, it is required the team understands how the business is driven as well as the technical data warehouse architecture to ensure the performance of the system to support business analysis. The company must consider quality of data and turn it into information for decision making purpose.

Accellence - DWH/BI Department has offered Data Warehouse and Business Intelligence solution to improve capabilities in analyzing information and turn the critical business data to be enhanced on overall Business Intelligence and Data Warehouse Processing. We have provided complete service portfolio for the preparation of Data Warehouse and Business Intelligence solutions addressing all phases of the life cycle, on various system platforms. The service offers ranges from business discovery, requirement analysis, via system and key performance indicators design, realization and integration - including the infrastructure - to full system maintenance, training and change management. In addition, we provide comprehensive data management solutions including data gap analysis, data consolidation, ETL development and implementation.

Series of questions needs to be addressed to understand how we can offer the appropriate Data warehouses solution to the customer as follows:

• Does your company have multiple systems for the same function-the old inventory system and the new one you just spent millions of dollars building?
• Do you need to get data from both of these to combine for reporting purposes? How well is this working?
• Do you have sufficient historical detail for analysis purposes?
• How many months of history are you able to keep on line?
• Did you save the right level of detail?
• Did you even save all of the historical data?
• Are you able to analyze the sales for each product for each geographic region before and after a major reorganization of the sales force reporting structure?

Therefore, well-designed data warehouse is the key for the success of Data Warehouse Solution. This is considered as the strength of Accellence DWH/BI Department which can offer the Data Warehouse and Business Intelligence solution with the alternatives recommendation from the experienced consultant of Data Warehouse technology.

Accellence - DWH/BI professional services has the ability to answer these critical questions by turning the massive amount of data from operational systems into a format that is current, actionable, and easy to understand. DWH/BI Team has covered both functional and technical aspects with qualified and experienced team: more than 30+ local team in Thailand with proven track records in various successful projects implementation & delivery.

Some of the solutions we have offered in the past are:

• Oracle Data Warehouse Implementation
• Data Warehouse/Data Mart Implementation
• Data Quality Solutions
• Data Consolidation Solution
• Data Management
• MIS Credit Card Solution
• Business Intelligence Solutions
• Data Warehouse / BI Support

Please contact us if you would like to know how we can help you to analyse your data to realize your strategic and business needs.