Preparing your data

Before the data can be migrated, it typically needs to be profiled, cleansed and put into the right format.

How we can help you

Data Profiling

We are passionate about understanding your data and our analysis will help to understand data structure, data quality and content. Our data analysts are skilled in the latest data analysis tools and techniques to work with you to better understand your data and perform a data quality assessment to ensure there are no barriers to end user’s trusting data. Data profiling activity will encompass defining a set of data quality rules which will inform the data validation checks implemented as part of the data migration pipeline.

As part of the data quality assessment, we will identify data quality issues and report on these early in the analysis phase of the project, to ensure necessary remediation actions can be taken prior to the migration.

Data Mapping

As part of the data mapping offering, we will design and describe the data journey that will enable your data to be migrated from A to B. We will capture complex transformations to ensure clarity of the data lineage, and all business and migration rules will be captured in a readable document. If data is required to be cleansed as part of the migration pipeline, these rules will be clearly documented and the data mapping will be validated through several migration test runs.

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People behind the numbers

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  • Eva Gilburt

    Eva Gilburt

    Head of Data Analysis & Insights Practice

    Eva is a detail-oriented, results driven analyst with over 7 year’s experience within financial, insurance, transportation and social housing industries.

    As Head of Practice for Analysis and Insights at The Dot Collective, Eva is passionate about supporting our team of analysts and clients to deliver high quality and optimised data that is trusted and used by end users.

  • Seda Kocak

    Seda Kocak

    Data Analyst

    Seda is a Senior Data Analyst and Principal Data Modeller with a strong passion for data-driven decision-making. She specialises in data modelling, analytics, and governance, ensuring data quality, consistency, and usability in large-scale platforms. s.

  • Piotr Domagalski

    Piotr Domagalski

    Senior Data Analyst

    Piotr is an accomplished Data Analyst and Modeller with an engineering background and a hands-on approach. Specialising in data modelling and visualisation, he transforms complex datasets into meaningful insights.

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Havea projectin mind?

Reach out today and we I'll be back in touch as soon as humanely possible. We've built world-class cloud-native data platforms for some of the largest enterprises in the UK. We'd love to help you too.

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