Despite a growing number of companies with technical capabilities, the majority of data science initiatives still fall short of business growth expectations. According to Gartner (2020), around 75% of these initiatives will not get past the prototype stage in 2021.
In our view, the main reason for such a high failure rate, is that often one – if not several of the three core dimensions of data science is not properly addressed:
Based on these three challenges, we developed our Data Science Playbook – a guide to properly implement your data initiatives and deliver growth for your business.
The Data Science Playbook breaks down the data journey and maximizes the value at each stage. It formalizes each critical maturity stage, allowing you to hit the necessary targets for success. We believe successful data science projects clearly validate each stage, before building towards the next.
This is the key in realizing real business gains.
From our 14-year experience in delivering more than 1,000 data science projects, we have identified the five critical maturity stages:
Our Data Science Playbook is a journey that supports all of your data solutions, from origin to production and adoption. It will provide you with data science frameworks, methods, tools and knowledge transfer. It includes deep dives in each of the three pillars of data science aforementioned – business and operations, data management, people and organization. As well as a detailed approach of all five critical maturity stages.
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