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Growing technological progressions have given rise to many issues concerning the contemporary decision making in business, which is a difficult phenomenon without understanding the intricacies of business intelligence. In today’s world organizations require measurement of their business value and comparison with similar systems in other companies. Maturity models specify tiers of clarity, effectiveness, controllability, and assessment of the observed environment. This paper briefly describes the different maturity models that can be used for the maturity of Business Intelligence (BI) systems assessment.