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Generally speaking, most large companies have increased maturity of their financial planning and analysis processes and technologies over the past 20 years. When we look at a large company today, we typically see a central EPM solution enabling actual and planned data to be gathered, consolidated and reporting upon by a central finance function. The hard yards of standardising data being pulled from the various parts of the organisation have been trodden, and analysis from both a statutory and management of the entire organisation’s performance is possible. This has largely been enabled by the advances in multi-dimensional data warehousing techniques of the late 90s, along with the effort