Framework for scaling analytics – Data 2030 summit

Stages of Maturity

An organization goes through different stages in it’s maturity. Following are common stages an analytics function would go through as the business and the analytics team matures.

Change management principles

At each stage the key principles to look out for enhancing the change are different. Here is a summarized version of these principles.

Building capabilities across stages

The technical implementation for these four stages will differ in terms of what capabilities need to be built which will serve for the current state and graduate to the next level.


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